{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "6d0d7451",
   "metadata": {},
   "source": [
    "## 数据获取"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "d36649e8",
   "metadata": {},
   "outputs": [],
   "source": [
    "url = 'https://api-c.liepin.com/api/com.liepin.searchfront4c.pc-search-job'"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "fefefd8c",
   "metadata": {},
   "source": [
    "* 请求方法：POST"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "b39e6e70",
   "metadata": {},
   "outputs": [],
   "source": [
    "import requests,json"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "6f6bb9b1",
   "metadata": {},
   "outputs": [],
   "source": [
    "payload = {\n",
    "    \"data\":{\n",
    "        \"mainSearchPcConditionForm\":{\n",
    "            \"city\":\"050020\",\n",
    "            \"dq\":\"050020\",\n",
    "            \"pubTime\":\"\",\n",
    "            \"currentPage\":\"0\",\n",
    "            \"pageSize\":40,\n",
    "            \"key\":\"产品经理\",\n",
    "            \"suggestTag\":\"\",\n",
    "            \"workYearCode\":\"1$3\",\n",
    "            \"compId\":\"\",\n",
    "            \"compName\":\"\",\n",
    "            \"compTag\":\"\",\n",
    "            \"industry\":\"\",\n",
    "            \"salary\":\"\",\n",
    "            \"jobKind\":\"\",\n",
    "            \"compScale\":\"\",\n",
    "            \"compKind\":\"\",\n",
    "            \"compStage\":\"\",\n",
    "            \"eduLevel\":\"\"},\n",
    "        \"passThroughForm\":{\n",
    "            \"scene\":\"condition\",\n",
    "                           \"skId\":\"wybibtz1aiszbjmi04npybw27lwjrig9\",\n",
    "                           \"fkId\":\"m03ez63rqh9w85l7wp95u0ebsf5vdx38\",\n",
    "                           \"ckId\":\"3b29iuddljqf59cydxyrva195gws0t99\",\n",
    "                           \"suggest\":None}\n",
    "    }\n",
    "}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "94f9f567",
   "metadata": {},
   "outputs": [],
   "source": [
    "headers = {\n",
    "    'User-Agent':\"Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/112.0.0.0 Safari/537.36\"\n",
    "}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "e29f86d8",
   "metadata": {},
   "outputs": [],
   "source": [
    "headers = {\n",
    "    'Accept': 'application/json, text/plain, */*',\n",
    "    'Accept-Encoding': 'gzip, deflate, br',\n",
    "    'Accept-Language': 'zh-CN,zh;q=0.9',\n",
    "    'Cache-Control': 'no-cache',\n",
    "    'Connection': 'keep-alive',\n",
    "    'Content-Length': '412',\n",
    "    'Content-Type': 'application/json;charset=UTF-8;',\n",
    "    'Cookie': 'XSRF-TOKEN=aeu52LfdTNCXybRjMpzHuA; __gc_id=fcb411cd19404d6c8519f9289c795f0a; _ga=GA1.1.737936061.1681902650; __uuid=1681902669648.13; __tlog=1681902669657.72%7C00000000%7C00000000%7C00000000%7C00000000; Hm_lvt_a2647413544f5a04f00da7eee0d5e200=1681902671; Hm_lpvt_a2647413544f5a04f00da7eee0d5e200=1681903559; __session_seq=8; __uv_seq=8; _ga_54YTJKWN86=GS1.1.1681902650.1.1.1681904652.0.0.0',\n",
    "    'Host': 'apic.liepin.com',\n",
    "    'Origin': 'https://www.liepin.com',\n",
    "    'Pragma': 'no-cache',\n",
    "    'Referer': 'https://www.liepin.com/',\n",
    "    'sec-ch-ua': '\"Google Chrome\";v=\"111\", \"Not(A:Brand\";v=\"8\", \"Chromium\";v=\"111\"',\n",
    "    'sec-ch-ua-mobile': '?0',\n",
    "    'sec-ch-ua-platform': '\"Windows\"',\n",
    "    'Sec-Fetch-Dest': 'empty',\n",
    "    'Sec-Fetch-Mode': 'cors',\n",
    "    'Sec-Fetch-Site': 'same-site',\n",
    "    'User-Agent': 'Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/111.0.0.0 Safari/537.36',\n",
    "    'X-Client-Type': 'web',\n",
    "    'X-Fscp-Bi-Stat': '{\"location\": \"https://www.liepin.com/zhaopin/?inputFrom=www_index&workYearCode=0&key=%E4%BA%A7%E5%93%81%E7%BB%8F%E7%90%86&scene=input&ckId=htihov8m2frxgy6ywo2wsg2gncnydzlb&dq=\"}',\n",
    "    'X-Fscp-Fe-Version': '',\n",
    "    'X-Fscp-Std-Info': '{\"client_id\": \"40108\"}',\n",
    "    'X-Fscp-Trace-Id': 'ca0f2044-5eea-413c-bc5a-1ebff017261f',\n",
    "    'X-Fscp-Version': '1.1',\n",
    "    'X-Requested-With': 'XMLHttpRequest',\n",
    "    'X-XSRF-TOKEN': 'UH8huvwpTv6t6qio3oBLOQ'\n",
    "}"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "63da3973",
   "metadata": {},
   "source": [
    "* json.dumps:把python当中的字典转换为json"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "e5559485",
   "metadata": {},
   "outputs": [],
   "source": [
    "r = requests.post(url,data=json.dumps(payload),headers=headers)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "0f93f3e0",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'User-Agent': 'Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/111.0.0.0 Safari/537.36', 'Accept-Encoding': 'gzip, deflate, br', 'Accept': 'application/json, text/plain, */*', 'Connection': 'keep-alive', 'Accept-Language': 'zh-CN,zh;q=0.9', 'Cache-Control': 'no-cache', 'Content-Length': '550', 'Content-Type': 'application/json;charset=UTF-8;', 'Cookie': 'XSRF-TOKEN=aeu52LfdTNCXybRjMpzHuA; __gc_id=fcb411cd19404d6c8519f9289c795f0a; _ga=GA1.1.737936061.1681902650; __uuid=1681902669648.13; __tlog=1681902669657.72%7C00000000%7C00000000%7C00000000%7C00000000; Hm_lvt_a2647413544f5a04f00da7eee0d5e200=1681902671; Hm_lpvt_a2647413544f5a04f00da7eee0d5e200=1681903559; __session_seq=8; __uv_seq=8; _ga_54YTJKWN86=GS1.1.1681902650.1.1.1681904652.0.0.0', 'Host': 'apic.liepin.com', 'Origin': 'https://www.liepin.com', 'Pragma': 'no-cache', 'Referer': 'https://www.liepin.com/', 'sec-ch-ua': '\"Google Chrome\";v=\"111\", \"Not(A:Brand\";v=\"8\", \"Chromium\";v=\"111\"', 'sec-ch-ua-mobile': '?0', 'sec-ch-ua-platform': '\"Windows\"', 'Sec-Fetch-Dest': 'empty', 'Sec-Fetch-Mode': 'cors', 'Sec-Fetch-Site': 'same-site', 'X-Client-Type': 'web', 'X-Fscp-Bi-Stat': '{\"location\": \"https://www.liepin.com/zhaopin/?inputFrom=www_index&workYearCode=0&key=%E4%BA%A7%E5%93%81%E7%BB%8F%E7%90%86&scene=input&ckId=htihov8m2frxgy6ywo2wsg2gncnydzlb&dq=\"}', 'X-Fscp-Fe-Version': '', 'X-Fscp-Std-Info': '{\"client_id\": \"40108\"}', 'X-Fscp-Trace-Id': 'ca0f2044-5eea-413c-bc5a-1ebff017261f', 'X-Fscp-Version': '1.1', 'X-Requested-With': 'XMLHttpRequest', 'X-XSRF-TOKEN': 'UH8huvwpTv6t6qio3oBLOQ'}"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "r.request.headers"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "60ee739b",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "200"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "r.status_code"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "47aa99d4",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'flag': 1,\n",
       " 'data': {'data': {'compList': [],\n",
       "   'jobCardList': [{'comp': {'compName': '京邦集团',\n",
       "      'compIndustry': '电子/半导体/集成电路',\n",
       "      'compId': 9730786,\n",
       "      'compLogo': '6260c4f2d16c9b55d258a16501u.png',\n",
       "      'compScale': '100-499人',\n",
       "      'link': 'https://www.liepin.com/company/9730786/'},\n",
       "     'dataInfo': '%7B%22as_from%22%3A%22search_prime%22%2C%22jobId%22%3A%2257816811%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22jobKind%22%3A%222%22%2C%22ckId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22wybibtz1aiszbjmi04npybw27lwjrig9%22%2C%22fkId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%7D',\n",
       "     'dataParams': '{\"jobId\":\"57816811\",\"userId\":\"c8d145acb0a3162c59941f318d428c38\",\"jobKind\":\"2\",\"imId\":\"5fdfb4259befbf07160bef405ccde8ba\",\"imUserType\":\"2\",\"recruiterName\":\"杜先生\",\"recruiterPhoto\":\"5f8f986aea60860b75384fab08u.jpg\"}',\n",
       "     'job': {'labels': ['供应链产品', '数据分析'],\n",
       "      'title': '产品经理助理',\n",
       "      'topJob': True,\n",
       "      'jobId': '57816811',\n",
       "      'refreshTime': '20230418091349',\n",
       "      'jobKind': '2',\n",
       "      'salary': '5-7k·13薪',\n",
       "      'dq': '广州-番禺区',\n",
       "      'advViewFlag': True,\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=0&skId=wybibtz1aiszbjmi04npybw27lwjrig9&fkId=3b29iuddljqf59cydxyrva195gws0t99&ckId=3b29iuddljqf59cydxyrva195gws0t99&sfrom=search_job_pc&curPage=0&pageSize=40&index=0',\n",
       "      'link': 'https://www.liepin.com/job/1957816811.shtml',\n",
       "      'requireEduLevel': '大专',\n",
       "      'requireWorkYears': '1-3年'},\n",
       "     'recruiter': {'recruiterId': 'c8d145acb0a3162c59941f318d428c38',\n",
       "      'chatted': False,\n",
       "      'imId': '5fdfb4259befbf07160bef405ccde8ba',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '杜先生',\n",
       "      'recruiterTitle': '',\n",
       "      'recruiterPhoto': '5f8f986aea60860b75384fab08u.jpg'}},\n",
       "    {'comp': {'compName': '3M中国',\n",
       "      'compIndustry': '化工',\n",
       "      'compId': 7864451,\n",
       "      'compLogo': '5bfe910574719d35745abfa303a.png',\n",
       "      'compScale': '10000人以上',\n",
       "      'link': 'https://www.liepin.com/company/7864451/'},\n",
       "     'dataInfo': '%7B%22as_from%22%3A%22search_prime%22%2C%22jobId%22%3A%2257784639%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22jobKind%22%3A%222%22%2C%22ckId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22wybibtz1aiszbjmi04npybw27lwjrig9%22%2C%22fkId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%7D',\n",
       "     'dataParams': '{\"jobId\":\"57784639\",\"userId\":\"f51c1d2e9c63ee702eb20f824463cbc5\",\"jobKind\":\"2\",\"imId\":\"7bcd6f67675b9b1f6042c177f0a1d2b1\",\"imUserType\":\"2\",\"recruiterName\":\"徐女士\",\"recruiterPhoto\":\"5d639dabd0718579c6ce8cec04u.jpg\"}',\n",
       "     'job': {'labels': ['牙齿正畸'],\n",
       "      'title': '客户经理--齿科正畸产品',\n",
       "      'topJob': True,\n",
       "      'jobId': '57784639',\n",
       "      'refreshTime': '20230418135442',\n",
       "      'jobKind': '2',\n",
       "      'salary': '10-14k·14薪',\n",
       "      'dq': '广州-天河区',\n",
       "      'advViewFlag': True,\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=1&skId=wybibtz1aiszbjmi04npybw27lwjrig9&fkId=3b29iuddljqf59cydxyrva195gws0t99&ckId=3b29iuddljqf59cydxyrva195gws0t99&sfrom=search_job_pc&curPage=0&pageSize=40&index=1',\n",
       "      'link': 'https://www.liepin.com/job/1957784639.shtml',\n",
       "      'requireEduLevel': '统招本科',\n",
       "      'requireWorkYears': '1-3年'},\n",
       "     'recruiter': {'recruiterId': 'f51c1d2e9c63ee702eb20f824463cbc5',\n",
       "      'chatted': False,\n",
       "      'imId': '7bcd6f67675b9b1f6042c177f0a1d2b1',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '徐女士',\n",
       "      'recruiterTitle': 'recruiting manager',\n",
       "      'recruiterPhoto': '5d639dabd0718579c6ce8cec04u.jpg'}},\n",
       "    {'comp': {'compName': '康方生物',\n",
       "      'compIndustry': '制药',\n",
       "      'compId': 8275623,\n",
       "      'compStage': '港股上市',\n",
       "      'compLogo': '5bfe916674719d35745ad29703a.png',\n",
       "      'compScale': '2000-5000人',\n",
       "      'link': 'https://www.liepin.com/company/8275623/'},\n",
       "     'dataInfo': '%7B%22as_from%22%3A%22search_prime%22%2C%22jobId%22%3A%2257157157%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22jobKind%22%3A%222%22%2C%22ckId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22wybibtz1aiszbjmi04npybw27lwjrig9%22%2C%22fkId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%7D',\n",
       "     'dataParams': '{\"jobId\":\"57157157\",\"userId\":\"22ab2b1a88769c3259935c280d474240\",\"jobKind\":\"2\",\"imId\":\"d4cc4bca17cae276aefc9b4a2bd8879c\",\"imUserType\":\"2\",\"recruiterName\":\"刘先生\",\"recruiterPhoto\":\"5f8f986aea60860b75384fab08u.jpg\"}',\n",
       "     'job': {'labels': ['泌尿外科'],\n",
       "      'title': '医药产品经理',\n",
       "      'topJob': False,\n",
       "      'jobId': '57157157',\n",
       "      'refreshTime': '20230321153342',\n",
       "      'jobKind': '2',\n",
       "      'salary': '25-30k·14薪',\n",
       "      'dq': '广州-越秀区',\n",
       "      'advViewFlag': False,\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=2&skId=wybibtz1aiszbjmi04npybw27lwjrig9&fkId=3b29iuddljqf59cydxyrva195gws0t99&ckId=3b29iuddljqf59cydxyrva195gws0t99&sfrom=search_job_pc&curPage=0&pageSize=40&index=2',\n",
       "      'link': 'https://www.liepin.com/job/1957157157.shtml',\n",
       "      'requireEduLevel': '硕士',\n",
       "      'requireWorkYears': '1-3年'},\n",
       "     'recruiter': {'recruiterId': '22ab2b1a88769c3259935c280d474240',\n",
       "      'chatted': False,\n",
       "      'imId': 'd4cc4bca17cae276aefc9b4a2bd8879c',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '刘先生',\n",
       "      'recruiterTitle': '高级医学信息沟通专员',\n",
       "      'recruiterPhoto': '5f8f986aea60860b75384fab08u.jpg'}},\n",
       "    {'comp': {'compName': '某国内大型快消品公司',\n",
       "      'compIndustry': '日化',\n",
       "      'compStage': '融资未公开',\n",
       "      'compLogo': '60e2fe0bf3df194a3c48adb502u.png',\n",
       "      'compScale': '2000-5000人',\n",
       "      'link': ''},\n",
       "     'dataInfo': '%7B%22as_from%22%3A%22search_prime%22%2C%22jobId%22%3A%2245177357%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22jobKind%22%3A%221%22%2C%22ckId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22wybibtz1aiszbjmi04npybw27lwjrig9%22%2C%22fkId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%7D',\n",
       "     'dataParams': '{\"jobId\":\"45177357\",\"userId\":\"47227c6fbfcd952686963be95b15422d\",\"jobKind\":\"1\",\"imId\":\"9cfdabc8878349689809d03804875792\",\"imUserType\":\"2\",\"recruiterName\":\"孙女士\",\"recruiterPhoto\":\"6321be3095ee1c04143439eb01u.jpeg\"}',\n",
       "     'job': {'labels': ['市场营销', '产品管理', '产品开发'],\n",
       "      'title': ' Product Manager ',\n",
       "      'topJob': False,\n",
       "      'jobId': '45177357',\n",
       "      'refreshTime': '20230419105436',\n",
       "      'jobKind': '1',\n",
       "      'salary': '25-30k',\n",
       "      'dq': '广州',\n",
       "      'advViewFlag': False,\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=3&skId=wybibtz1aiszbjmi04npybw27lwjrig9&fkId=3b29iuddljqf59cydxyrva195gws0t99&ckId=3b29iuddljqf59cydxyrva195gws0t99&sfrom=search_job_pc&curPage=0&pageSize=40&index=3',\n",
       "      'link': 'https://www.liepin.com/a/45177357.shtml',\n",
       "      'requireEduLevel': '本科及以上',\n",
       "      'requireWorkYears': '1-3年'},\n",
       "     'recruiter': {'recruiterId': '47227c6fbfcd952686963be95b15422d',\n",
       "      'chatted': False,\n",
       "      'imId': '9cfdabc8878349689809d03804875792',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '孙女士',\n",
       "      'recruiterTitle': '猎头顾问',\n",
       "      'recruiterPhoto': '6321be3095ee1c04143439eb01u.jpeg'}},\n",
       "    {'comp': {'compName': '江苏知原药业股份有限公司',\n",
       "      'compIndustry': '制药',\n",
       "      'compId': 12568645,\n",
       "      'compStage': 'D轮',\n",
       "      'compLogo': '604f14de52c864553c987f2203u.png',\n",
       "      'compScale': '100-499人',\n",
       "      'link': 'https://www.liepin.com/company/12568645/'},\n",
       "     'dataInfo': '%7B%22as_from%22%3A%22search_prime%22%2C%22jobId%22%3A%2240053971%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22jobKind%22%3A%222%22%2C%22ckId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22wybibtz1aiszbjmi04npybw27lwjrig9%22%2C%22fkId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%7D',\n",
       "     'dataParams': '{\"jobId\":\"40053971\",\"userId\":\"1590a7fa7a4c122cc9faa5f1f002919b\",\"jobKind\":\"2\",\"imId\":\"529552300bc2bc6e160bef405ccde8ba\",\"imUserType\":\"2\",\"recruiterName\":\"徐女士\",\"recruiterPhoto\":\"5f8f9865ea60860b75384fa508u.jpg\"}',\n",
       "     'job': {'labels': ['数据分析'],\n",
       "      'title': '助理产品经理',\n",
       "      'topJob': False,\n",
       "      'jobId': '40053971',\n",
       "      'refreshTime': '20220919114809',\n",
       "      'jobKind': '2',\n",
       "      'salary': '16-20k',\n",
       "      'dq': '广州',\n",
       "      'advViewFlag': False,\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=4&skId=wybibtz1aiszbjmi04npybw27lwjrig9&fkId=3b29iuddljqf59cydxyrva195gws0t99&ckId=3b29iuddljqf59cydxyrva195gws0t99&sfrom=search_job_pc&curPage=0&pageSize=40&index=4',\n",
       "      'link': 'https://www.liepin.com/job/1940053971.shtml',\n",
       "      'requireEduLevel': '本科',\n",
       "      'requireWorkYears': '1-3年'},\n",
       "     'recruiter': {'recruiterId': '1590a7fa7a4c122cc9faa5f1f002919b',\n",
       "      'chatted': False,\n",
       "      'imId': '529552300bc2bc6e160bef405ccde8ba',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '徐女士',\n",
       "      'recruiterTitle': '招聘经理',\n",
       "      'recruiterPhoto': '5f8f9865ea60860b75384fa508u.jpg'}},\n",
       "    {'comp': {'compName': '广州越秀金融控股集团有限公司',\n",
       "      'compIndustry': '基金/证券/期货',\n",
       "      'compId': 8136395,\n",
       "      'compLogo': '61b07937d0458d53c627567e02u.jpg',\n",
       "      'compScale': '100-499人',\n",
       "      'link': 'https://www.liepin.com/company/8136395/'},\n",
       "     'dataInfo': '%7B%22as_from%22%3A%22search_prime%22%2C%22jobId%22%3A%2257565197%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22jobKind%22%3A%222%22%2C%22ckId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22wybibtz1aiszbjmi04npybw27lwjrig9%22%2C%22fkId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%7D',\n",
       "     'dataParams': '{\"jobId\":\"57565197\",\"userId\":\"957da5d54f0e05cf25285db46809d2f1\",\"jobKind\":\"2\",\"imId\":\"4acca2cffc6204f40e33f8ac54fbf39e\",\"imUserType\":\"2\",\"recruiterName\":\"方女士\",\"recruiterPhoto\":\"5f8f9865ea60860b75384fa508u.jpg\"}',\n",
       "     'job': {'labels': ['金融产品', '商业产品', 'IT互联网', '金融行业', '产品优化', '产品设计'],\n",
       "      'title': '数字化产品经理岗',\n",
       "      'topJob': False,\n",
       "      'jobId': '57565197',\n",
       "      'refreshTime': '20230406115341',\n",
       "      'jobKind': '2',\n",
       "      'salary': '20-40k',\n",
       "      'dq': '广州-天河区',\n",
       "      'advViewFlag': False,\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=5&skId=wybibtz1aiszbjmi04npybw27lwjrig9&fkId=3b29iuddljqf59cydxyrva195gws0t99&ckId=3b29iuddljqf59cydxyrva195gws0t99&sfrom=search_job_pc&curPage=0&pageSize=40&index=5',\n",
       "      'link': 'https://www.liepin.com/job/1957565197.shtml',\n",
       "      'requireEduLevel': '硕士',\n",
       "      'requireWorkYears': '1-3年'},\n",
       "     'recruiter': {'recruiterId': '957da5d54f0e05cf25285db46809d2f1',\n",
       "      'chatted': False,\n",
       "      'imId': '4acca2cffc6204f40e33f8ac54fbf39e',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '方女士',\n",
       "      'recruiterTitle': '高级人力资源经理',\n",
       "      'recruiterPhoto': '5f8f9865ea60860b75384fa508u.jpg'}},\n",
       "    {'comp': {'compName': '态创生物',\n",
       "      'compIndustry': '生物技术',\n",
       "      'compId': 13113895,\n",
       "      'compStage': 'A轮',\n",
       "      'compLogo': '61b07937d0458d53c627567e02u.jpg',\n",
       "      'compScale': '100-499人',\n",
       "      'link': 'https://www.liepin.com/company/13113895/'},\n",
       "     'dataInfo': '%7B%22as_from%22%3A%22search_prime%22%2C%22jobId%22%3A%2257310499%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22jobKind%22%3A%222%22%2C%22ckId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22wybibtz1aiszbjmi04npybw27lwjrig9%22%2C%22fkId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%7D',\n",
       "     'dataParams': '{\"jobId\":\"57310499\",\"userId\":\"42d729da7b77447d94ee8f73bffdc0cd\",\"jobKind\":\"2\",\"imId\":\"f7db13688dbb016edf514c63e89fb1b8\",\"imUserType\":\"2\",\"recruiterName\":\"谭先生\",\"recruiterPhoto\":\"6423908b3bc4c916d465997108u.png\"}',\n",
       "     'job': {'labels': ['生物科技'],\n",
       "      'title': '产品经理',\n",
       "      'topJob': False,\n",
       "      'jobId': '57310499',\n",
       "      'refreshTime': '20230327134052',\n",
       "      'jobKind': '2',\n",
       "      'salary': '20-40k·14薪',\n",
       "      'dq': '广州-海珠区',\n",
       "      'advViewFlag': False,\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=6&skId=wybibtz1aiszbjmi04npybw27lwjrig9&fkId=3b29iuddljqf59cydxyrva195gws0t99&ckId=3b29iuddljqf59cydxyrva195gws0t99&sfrom=search_job_pc&curPage=0&pageSize=40&index=6',\n",
       "      'link': 'https://www.liepin.com/job/1957310499.shtml',\n",
       "      'requireEduLevel': '统招本科',\n",
       "      'requireWorkYears': '1-3年'},\n",
       "     'recruiter': {'recruiterId': '42d729da7b77447d94ee8f73bffdc0cd',\n",
       "      'chatted': False,\n",
       "      'imId': 'f7db13688dbb016edf514c63e89fb1b8',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '谭先生',\n",
       "      'recruiterTitle': '招聘专员',\n",
       "      'recruiterPhoto': '6423908b3bc4c916d465997108u.png'}},\n",
       "    {'comp': {'compName': '某广州电子商务公司',\n",
       "      'compIndustry': '电子商务',\n",
       "      'compStage': '其他',\n",
       "      'compLogo': '60e2fe0bf3df194a3c48adb502u.png',\n",
       "      'compScale': '100-499人',\n",
       "      'link': ''},\n",
       "     'dataInfo': '%7B%22as_from%22%3A%22search_prime%22%2C%22jobId%22%3A%2244668403%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22jobKind%22%3A%221%22%2C%22ckId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22wybibtz1aiszbjmi04npybw27lwjrig9%22%2C%22fkId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%7D',\n",
       "     'dataParams': '{\"jobId\":\"44668403\",\"userId\":\"0dfca8bd388cf67f1995baa6429364e4\",\"jobKind\":\"1\",\"imId\":\"42164ef1272ab5736e8893c9219f7e03\",\"imUserType\":\"2\",\"recruiterName\":\"张女士\",\"recruiterPhoto\":\"6408280fb792580455b2e08001u.png\"}',\n",
       "     'job': {'labels': ['工具产品'],\n",
       "      'title': '家居-产品经理',\n",
       "      'topJob': False,\n",
       "      'jobId': '44668403',\n",
       "      'refreshTime': '20230323102615',\n",
       "      'jobKind': '1',\n",
       "      'salary': '15-24k',\n",
       "      'dq': '广州',\n",
       "      'advViewFlag': False,\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=7&skId=wybibtz1aiszbjmi04npybw27lwjrig9&fkId=3b29iuddljqf59cydxyrva195gws0t99&ckId=3b29iuddljqf59cydxyrva195gws0t99&sfrom=search_job_pc&curPage=0&pageSize=40&index=7',\n",
       "      'link': 'https://www.liepin.com/a/44668403.shtml',\n",
       "      'requireEduLevel': '本科及以上',\n",
       "      'requireWorkYears': '1-3年'},\n",
       "     'recruiter': {'recruiterId': '0dfca8bd388cf67f1995baa6429364e4',\n",
       "      'chatted': False,\n",
       "      'imId': '42164ef1272ab5736e8893c9219f7e03',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '张女士',\n",
       "      'recruiterTitle': '猎头顾问',\n",
       "      'recruiterPhoto': '6408280fb792580455b2e08001u.png'}},\n",
       "    {'comp': {'compName': '租租车',\n",
       "      'compIndustry': '互联网',\n",
       "      'compId': 8082331,\n",
       "      'compStage': 'D轮',\n",
       "      'compLogo': '59b6035970324a7f8c9d651306a.jpg',\n",
       "      'compScale': '1000-2000人',\n",
       "      'link': 'https://www.liepin.com/company/8082331/'},\n",
       "     'dataInfo': '%7B%22as_from%22%3A%22search_prime%22%2C%22jobId%22%3A%2257485259%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22jobKind%22%3A%222%22%2C%22ckId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22wybibtz1aiszbjmi04npybw27lwjrig9%22%2C%22fkId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%7D',\n",
       "     'dataParams': '{\"jobId\":\"57485259\",\"userId\":\"3fcd2f12b166bad5fdacd2bbba7fbaf4\",\"jobKind\":\"2\",\"imId\":\"771cd76556a28fdf9ccf3dc45f6d7696\",\"imUserType\":\"2\",\"recruiterName\":\"梁女士\",\"recruiterPhoto\":\"5f8f9863f6d1ab58476f246a08u.jpg\"}',\n",
       "     'job': {'labels': ['旅游产品', 'to C', 'OTA', '英文'],\n",
       "      'title': '产品经理（海外业务）',\n",
       "      'topJob': False,\n",
       "      'jobId': '57485259',\n",
       "      'refreshTime': '20230413145517',\n",
       "      'jobKind': '2',\n",
       "      'salary': '12-20k·13薪',\n",
       "      'dq': '广州-海珠区',\n",
       "      'advViewFlag': False,\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=8&skId=wybibtz1aiszbjmi04npybw27lwjrig9&fkId=3b29iuddljqf59cydxyrva195gws0t99&ckId=3b29iuddljqf59cydxyrva195gws0t99&sfrom=search_job_pc&curPage=0&pageSize=40&index=8',\n",
       "      'link': 'https://www.liepin.com/job/1957485259.shtml',\n",
       "      'requireEduLevel': '本科',\n",
       "      'requireWorkYears': '1-3年'},\n",
       "     'recruiter': {'recruiterId': '3fcd2f12b166bad5fdacd2bbba7fbaf4',\n",
       "      'chatted': False,\n",
       "      'imId': '771cd76556a28fdf9ccf3dc45f6d7696',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '梁女士',\n",
       "      'recruiterTitle': '人力资源主管',\n",
       "      'recruiterPhoto': '5f8f9863f6d1ab58476f246a08u.jpg'}},\n",
       "    {'comp': {'compName': '一品红',\n",
       "      'compIndustry': '制药',\n",
       "      'compId': 8788514,\n",
       "      'compStage': '沪深A股上市',\n",
       "      'compLogo': '60f0012c66b5e17b60aa022905u.png',\n",
       "      'compScale': '500-999人',\n",
       "      'link': 'https://www.liepin.com/company/8788514/'},\n",
       "     'dataInfo': '%7B%22as_from%22%3A%22search_prime%22%2C%22jobId%22%3A%2242213621%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22jobKind%22%3A%222%22%2C%22ckId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22wybibtz1aiszbjmi04npybw27lwjrig9%22%2C%22fkId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%7D',\n",
       "     'dataParams': '{\"jobId\":\"42213621\",\"userId\":\"cb4f864075f8397e2ebcc61831f46d45\",\"jobKind\":\"2\",\"imId\":\"883cd419b3e5fda8befa578784e31c32\",\"imUserType\":\"2\",\"recruiterName\":\"庞先生\",\"recruiterPhoto\":\"5f8f986bdfb13a7dee342f2108u.jpg\"}',\n",
       "     'job': {'labels': ['产品规划'],\n",
       "      'title': '助理产品经理',\n",
       "      'topJob': False,\n",
       "      'jobId': '42213621',\n",
       "      'refreshTime': '20230131173142',\n",
       "      'jobKind': '2',\n",
       "      'salary': '12-21k',\n",
       "      'dq': '广州',\n",
       "      'advViewFlag': False,\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=9&skId=wybibtz1aiszbjmi04npybw27lwjrig9&fkId=3b29iuddljqf59cydxyrva195gws0t99&ckId=3b29iuddljqf59cydxyrva195gws0t99&sfrom=search_job_pc&curPage=0&pageSize=40&index=9',\n",
       "      'link': 'https://www.liepin.com/job/1942213621.shtml',\n",
       "      'requireEduLevel': '本科',\n",
       "      'requireWorkYears': '1-3年'},\n",
       "     'recruiter': {'recruiterId': 'cb4f864075f8397e2ebcc61831f46d45',\n",
       "      'chatted': False,\n",
       "      'imId': '883cd419b3e5fda8befa578784e31c32',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '庞先生',\n",
       "      'recruiterTitle': '招聘经理',\n",
       "      'recruiterPhoto': '5f8f986bdfb13a7dee342f2108u.jpg'}},\n",
       "    {'comp': {'compName': '某广州电子商务公司',\n",
       "      'compIndustry': '电子商务',\n",
       "      'compStage': '其他',\n",
       "      'compLogo': '60e2fe0bf3df194a3c48adb502u.png',\n",
       "      'compScale': '100-499人',\n",
       "      'link': ''},\n",
       "     'dataInfo': '%7B%22as_from%22%3A%22search_prime%22%2C%22jobId%22%3A%2244668045%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22jobKind%22%3A%221%22%2C%22ckId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22wybibtz1aiszbjmi04npybw27lwjrig9%22%2C%22fkId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%7D',\n",
       "     'dataParams': '{\"jobId\":\"44668045\",\"userId\":\"0dfca8bd388cf67f1995baa6429364e4\",\"jobKind\":\"1\",\"imId\":\"42164ef1272ab5736e8893c9219f7e03\",\"imUserType\":\"2\",\"recruiterName\":\"张女士\",\"recruiterPhoto\":\"6408280fb792580455b2e08001u.png\"}',\n",
       "     'job': {'labels': ['工具产品'],\n",
       "      'title': '照明-产品经理',\n",
       "      'topJob': False,\n",
       "      'jobId': '44668045',\n",
       "      'refreshTime': '20230323102239',\n",
       "      'jobKind': '1',\n",
       "      'salary': '15-24k',\n",
       "      'dq': '广州',\n",
       "      'advViewFlag': False,\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=10&skId=wybibtz1aiszbjmi04npybw27lwjrig9&fkId=3b29iuddljqf59cydxyrva195gws0t99&ckId=3b29iuddljqf59cydxyrva195gws0t99&sfrom=search_job_pc&curPage=0&pageSize=40&index=10',\n",
       "      'link': 'https://www.liepin.com/a/44668045.shtml',\n",
       "      'requireEduLevel': '本科及以上',\n",
       "      'requireWorkYears': '1-3年'},\n",
       "     'recruiter': {'recruiterId': '0dfca8bd388cf67f1995baa6429364e4',\n",
       "      'chatted': False,\n",
       "      'imId': '42164ef1272ab5736e8893c9219f7e03',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '张女士',\n",
       "      'recruiterTitle': '猎头顾问',\n",
       "      'recruiterPhoto': '6408280fb792580455b2e08001u.png'}},\n",
       "    {'comp': {'compName': '某广州电子商务公司',\n",
       "      'compIndustry': '电子商务',\n",
       "      'compStage': '其他',\n",
       "      'compLogo': '60e2fe0bf3df194a3c48adb502u.png',\n",
       "      'compScale': '100-499人',\n",
       "      'link': ''},\n",
       "     'dataInfo': '%7B%22as_from%22%3A%22search_prime%22%2C%22jobId%22%3A%2244668245%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22jobKind%22%3A%221%22%2C%22ckId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22wybibtz1aiszbjmi04npybw27lwjrig9%22%2C%22fkId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%7D',\n",
       "     'dataParams': '{\"jobId\":\"44668245\",\"userId\":\"0dfca8bd388cf67f1995baa6429364e4\",\"jobKind\":\"1\",\"imId\":\"42164ef1272ab5736e8893c9219f7e03\",\"imUserType\":\"2\",\"recruiterName\":\"张女士\",\"recruiterPhoto\":\"6408280fb792580455b2e08001u.png\"}',\n",
       "     'job': {'labels': ['工具产品'],\n",
       "      'title': '充电-产品经理',\n",
       "      'topJob': False,\n",
       "      'jobId': '44668245',\n",
       "      'refreshTime': '20230323102443',\n",
       "      'jobKind': '1',\n",
       "      'salary': '15-24k',\n",
       "      'dq': '广州',\n",
       "      'advViewFlag': False,\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=11&skId=wybibtz1aiszbjmi04npybw27lwjrig9&fkId=3b29iuddljqf59cydxyrva195gws0t99&ckId=3b29iuddljqf59cydxyrva195gws0t99&sfrom=search_job_pc&curPage=0&pageSize=40&index=11',\n",
       "      'link': 'https://www.liepin.com/a/44668245.shtml',\n",
       "      'requireEduLevel': '学历不限',\n",
       "      'requireWorkYears': '1-3年'},\n",
       "     'recruiter': {'recruiterId': '0dfca8bd388cf67f1995baa6429364e4',\n",
       "      'chatted': False,\n",
       "      'imId': '42164ef1272ab5736e8893c9219f7e03',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '张女士',\n",
       "      'recruiterTitle': '猎头顾问',\n",
       "      'recruiterPhoto': '6408280fb792580455b2e08001u.png'}},\n",
       "    {'comp': {'compName': '某广州大型互联网公司',\n",
       "      'compIndustry': '互联网',\n",
       "      'compStage': '融资未公开',\n",
       "      'compLogo': '60e2fe0bf3df194a3c48adb502u.png',\n",
       "      'compScale': '1000-2000人',\n",
       "      'link': ''},\n",
       "     'dataInfo': '%7B%22as_from%22%3A%22search_prime%22%2C%22jobId%22%3A%2243004537%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22jobKind%22%3A%221%22%2C%22ckId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22wybibtz1aiszbjmi04npybw27lwjrig9%22%2C%22fkId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%7D',\n",
       "     'dataParams': '{\"jobId\":\"43004537\",\"userId\":\"2811825ea5bfeb820b7c63a6104db6fb\",\"jobKind\":\"1\",\"imId\":\"c19a3d02ddef3222e70dc0cfcb4da503\",\"imUserType\":\"2\",\"recruiterName\":\"秦先生\",\"recruiterPhoto\":\"625e156c9acaf0067ad22cbb08u.jpg\"}',\n",
       "     'job': {'labels': ['NFC', '一卡通'],\n",
       "      'title': '产品经理',\n",
       "      'topJob': False,\n",
       "      'jobId': '43004537',\n",
       "      'refreshTime': '20230131145853',\n",
       "      'jobKind': '1',\n",
       "      'salary': '20-30k',\n",
       "      'dq': '广州',\n",
       "      'advViewFlag': False,\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=12&skId=wybibtz1aiszbjmi04npybw27lwjrig9&fkId=3b29iuddljqf59cydxyrva195gws0t99&ckId=3b29iuddljqf59cydxyrva195gws0t99&sfrom=search_job_pc&curPage=0&pageSize=40&index=12',\n",
       "      'link': 'https://www.liepin.com/a/43004537.shtml',\n",
       "      'requireEduLevel': '统招本科',\n",
       "      'requireWorkYears': '1-3年'},\n",
       "     'recruiter': {'recruiterId': '2811825ea5bfeb820b7c63a6104db6fb',\n",
       "      'chatted': False,\n",
       "      'imId': 'c19a3d02ddef3222e70dc0cfcb4da503',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '秦先生',\n",
       "      'recruiterTitle': '猎头顾问',\n",
       "      'recruiterPhoto': '625e156c9acaf0067ad22cbb08u.jpg'}},\n",
       "    {'comp': {'compName': '广州天迅网络科技有限公司',\n",
       "      'compIndustry': '计算机软件',\n",
       "      'compId': 9257569,\n",
       "      'compStage': '融资未公开',\n",
       "      'compLogo': '5bfea0bd74719d2aa34c05b003a.png',\n",
       "      'compScale': '100-499人',\n",
       "      'link': 'https://www.liepin.com/company/9257569/'},\n",
       "     'dataInfo': '%7B%22as_from%22%3A%22search_prime%22%2C%22jobId%22%3A%2246355485%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22jobKind%22%3A%222%22%2C%22ckId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22wybibtz1aiszbjmi04npybw27lwjrig9%22%2C%22fkId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%7D',\n",
       "     'dataParams': '{\"jobId\":\"46355485\",\"userId\":\"1cb765d37bd0684eff1ae1f928339e0b\",\"jobKind\":\"2\",\"imId\":\"612d2e8328d1f75dfdb07c5a03f49b8b\",\"imUserType\":\"2\",\"recruiterName\":\"陈女士\",\"recruiterPhoto\":\"5f8f9863f6d1ab58476f246a08u.jpg\"}',\n",
       "     'job': {'labels': ['工具产品', 'IT互联网', '产品设计', '原型设计', '产品规划', '用户研究'],\n",
       "      'title': '产品经理',\n",
       "      'topJob': False,\n",
       "      'jobId': '46355485',\n",
       "      'refreshTime': '20221125094722',\n",
       "      'jobKind': '2',\n",
       "      'salary': '8-13k',\n",
       "      'dq': '广州-天河区',\n",
       "      'advViewFlag': False,\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=13&skId=wybibtz1aiszbjmi04npybw27lwjrig9&fkId=3b29iuddljqf59cydxyrva195gws0t99&ckId=3b29iuddljqf59cydxyrva195gws0t99&sfrom=search_job_pc&curPage=0&pageSize=40&index=13',\n",
       "      'link': 'https://www.liepin.com/job/1946355485.shtml',\n",
       "      'requireEduLevel': '大专',\n",
       "      'requireWorkYears': '1-3年'},\n",
       "     'recruiter': {'recruiterId': '1cb765d37bd0684eff1ae1f928339e0b',\n",
       "      'chatted': False,\n",
       "      'imId': '612d2e8328d1f75dfdb07c5a03f49b8b',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '陈女士',\n",
       "      'recruiterTitle': '人力资源负责人',\n",
       "      'recruiterPhoto': '5f8f9863f6d1ab58476f246a08u.jpg'}},\n",
       "    {'comp': {'compName': '广东森宝文化实业有限公司',\n",
       "      'compIndustry': '工艺品',\n",
       "      'compId': 13001749,\n",
       "      'compLogo': '61a5bb22f96ca95918aa2e9206u.png',\n",
       "      'compScale': '1000-2000人',\n",
       "      'link': 'https://www.liepin.com/company/13001749/'},\n",
       "     'dataInfo': '%7B%22as_from%22%3A%22search_prime%22%2C%22jobId%22%3A%2256099491%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22jobKind%22%3A%222%22%2C%22ckId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22wybibtz1aiszbjmi04npybw27lwjrig9%22%2C%22fkId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%7D',\n",
       "     'dataParams': '{\"jobId\":\"56099491\",\"userId\":\"93dd604f1509212fa3eb4df9e13b6d62\",\"jobKind\":\"2\",\"imId\":\"4dd9c611f28fb31268c56fcc9b2af6cb\",\"imUserType\":\"2\",\"recruiterName\":\"黄女士\",\"recruiterPhoto\":\"63ec2b240a1ead27bd40dc1505u.png\"}',\n",
       "     'job': {'labels': ['需求挖掘', '团队管理', '需求调研', '项目管理', '跨部门沟通', '项目开发'],\n",
       "      'title': '产品经理',\n",
       "      'topJob': False,\n",
       "      'jobId': '56099491',\n",
       "      'refreshTime': '20230214160846',\n",
       "      'jobKind': '2',\n",
       "      'salary': '12-15k',\n",
       "      'dq': '广州-海珠区',\n",
       "      'advViewFlag': False,\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=14&skId=wybibtz1aiszbjmi04npybw27lwjrig9&fkId=3b29iuddljqf59cydxyrva195gws0t99&ckId=3b29iuddljqf59cydxyrva195gws0t99&sfrom=search_job_pc&curPage=0&pageSize=40&index=14',\n",
       "      'link': 'https://www.liepin.com/job/1956099491.shtml',\n",
       "      'requireEduLevel': '本科',\n",
       "      'requireWorkYears': '1-3年'},\n",
       "     'recruiter': {'recruiterId': '93dd604f1509212fa3eb4df9e13b6d62',\n",
       "      'chatted': False,\n",
       "      'imId': '4dd9c611f28fb31268c56fcc9b2af6cb',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '黄女士',\n",
       "      'recruiterTitle': '人力行政实习生',\n",
       "      'recruiterPhoto': '63ec2b240a1ead27bd40dc1505u.png'}},\n",
       "    {'comp': {'compName': '广州乐牛游戏',\n",
       "      'compIndustry': '游戏',\n",
       "      'compId': 8166526,\n",
       "      'compLogo': '624a9b1378302f2c469582d607u.png',\n",
       "      'compScale': '500-999人',\n",
       "      'link': 'https://www.liepin.com/company/8166526/'},\n",
       "     'dataInfo': '%7B%22as_from%22%3A%22search_prime%22%2C%22jobId%22%3A%2248652943%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22jobKind%22%3A%222%22%2C%22ckId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22wybibtz1aiszbjmi04npybw27lwjrig9%22%2C%22fkId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%7D',\n",
       "     'dataParams': '{\"jobId\":\"48652943\",\"userId\":\"ba92c288ac646d9975818ed14bd0d05e\",\"jobKind\":\"2\",\"imId\":\"7d9de10d9f7b0a9c9941166e65ebdb6f\",\"imUserType\":\"2\",\"recruiterName\":\"文饶\",\"recruiterPhoto\":\"5f8f986c79c7cc70efbf36c808u.jpg\"}',\n",
       "     'job': {'labels': ['广告产品',\n",
       "       '广告行业',\n",
       "       '游戏行业',\n",
       "       '计算机软件',\n",
       "       '产品设计',\n",
       "       '流程设计',\n",
       "       '数据分析',\n",
       "       '团队管理'],\n",
       "      'title': '产品经理',\n",
       "      'topJob': False,\n",
       "      'jobId': '48652943',\n",
       "      'refreshTime': '20230310175540',\n",
       "      'jobKind': '2',\n",
       "      'salary': '15-30k',\n",
       "      'dq': '广州-海珠区',\n",
       "      'advViewFlag': False,\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=15&skId=wybibtz1aiszbjmi04npybw27lwjrig9&fkId=3b29iuddljqf59cydxyrva195gws0t99&ckId=3b29iuddljqf59cydxyrva195gws0t99&sfrom=search_job_pc&curPage=0&pageSize=40&index=15',\n",
       "      'link': 'https://www.liepin.com/job/1948652943.shtml',\n",
       "      'requireEduLevel': '统招本科',\n",
       "      'requireWorkYears': '1-3年'},\n",
       "     'recruiter': {'recruiterId': 'ba92c288ac646d9975818ed14bd0d05e',\n",
       "      'chatted': False,\n",
       "      'imId': '7d9de10d9f7b0a9c9941166e65ebdb6f',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '文饶',\n",
       "      'recruiterTitle': '招聘专员',\n",
       "      'recruiterPhoto': '5f8f986c79c7cc70efbf36c808u.jpg'}},\n",
       "    {'comp': {'compName': '某广州医疗设备上市公司',\n",
       "      'compIndustry': '医疗器械',\n",
       "      'compStage': '已上市',\n",
       "      'compLogo': '60e2fe0bf3df194a3c48adb502u.png',\n",
       "      'compScale': '500-999人',\n",
       "      'link': ''},\n",
       "     'dataInfo': '%7B%22as_from%22%3A%22search_prime%22%2C%22jobId%22%3A%2244296619%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22jobKind%22%3A%221%22%2C%22ckId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22wybibtz1aiszbjmi04npybw27lwjrig9%22%2C%22fkId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%7D',\n",
       "     'dataParams': '{\"jobId\":\"44296619\",\"userId\":\"1f85cb9fa2d342ded02e1a3cb9420619\",\"jobKind\":\"1\",\"imId\":\"aff648644d2a1229fa1c74c9d557610b\",\"imUserType\":\"2\",\"recruiterName\":\"王女士\",\"recruiterPhoto\":\"6246e8b3bc8c77795d23422d03u.png\"}',\n",
       "     'job': {'labels': [],\n",
       "      'title': '心血管产品线总经理',\n",
       "      'topJob': False,\n",
       "      'jobId': '44296619',\n",
       "      'refreshTime': '20230310203843',\n",
       "      'jobKind': '1',\n",
       "      'salary': '30-50k',\n",
       "      'dq': '广州',\n",
       "      'advViewFlag': False,\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=16&skId=wybibtz1aiszbjmi04npybw27lwjrig9&fkId=3b29iuddljqf59cydxyrva195gws0t99&ckId=3b29iuddljqf59cydxyrva195gws0t99&sfrom=search_job_pc&curPage=0&pageSize=40&index=16',\n",
       "      'link': 'https://www.liepin.com/a/44296619.shtml',\n",
       "      'requireEduLevel': '硕士及以上',\n",
       "      'requireWorkYears': '1-3年'},\n",
       "     'recruiter': {'recruiterId': '1f85cb9fa2d342ded02e1a3cb9420619',\n",
       "      'chatted': False,\n",
       "      'imId': 'aff648644d2a1229fa1c74c9d557610b',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '王女士',\n",
       "      'recruiterTitle': '猎头顾问',\n",
       "      'recruiterPhoto': '6246e8b3bc8c77795d23422d03u.png'}},\n",
       "    {'comp': {'compName': '某大型知名家具/家居公司',\n",
       "      'compIndustry': '家具/家居',\n",
       "      'compStage': '已上市',\n",
       "      'compLogo': '60e2fe0bf3df194a3c48adb502u.png',\n",
       "      'compScale': '10000人以上',\n",
       "      'link': ''},\n",
       "     'dataInfo': '%7B%22as_from%22%3A%22search_prime%22%2C%22jobId%22%3A%2245039771%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22jobKind%22%3A%221%22%2C%22ckId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22wybibtz1aiszbjmi04npybw27lwjrig9%22%2C%22fkId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%7D',\n",
       "     'dataParams': '{\"jobId\":\"45039771\",\"userId\":\"565849ded1b9b95e377539f79c05e41c\",\"jobKind\":\"1\",\"imId\":\"9f14288df001c0c215bfaefec8d20490\",\"imUserType\":\"2\",\"recruiterName\":\"王女士\",\"recruiterPhoto\":\"5d541bac4ebeb1284dfb924f06u.jpg\"}',\n",
       "     'job': {'labels': ['产品经理', 'MCS系统', 'B2B报价系统'],\n",
       "      'title': '产品经理',\n",
       "      'topJob': False,\n",
       "      'jobId': '45039771',\n",
       "      'refreshTime': '20230406101734',\n",
       "      'jobKind': '1',\n",
       "      'salary': '10-15k',\n",
       "      'dq': '广州-增城区',\n",
       "      'advViewFlag': False,\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=17&skId=wybibtz1aiszbjmi04npybw27lwjrig9&fkId=3b29iuddljqf59cydxyrva195gws0t99&ckId=3b29iuddljqf59cydxyrva195gws0t99&sfrom=search_job_pc&curPage=0&pageSize=40&index=17',\n",
       "      'link': 'https://www.liepin.com/a/45039771.shtml',\n",
       "      'requireEduLevel': '本科及以上',\n",
       "      'requireWorkYears': '1-3年'},\n",
       "     'recruiter': {'recruiterId': '565849ded1b9b95e377539f79c05e41c',\n",
       "      'chatted': False,\n",
       "      'imId': '9f14288df001c0c215bfaefec8d20490',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '王女士',\n",
       "      'recruiterTitle': '猎头顾问',\n",
       "      'recruiterPhoto': '5d541bac4ebeb1284dfb924f06u.jpg'}},\n",
       "    {'comp': {'compName': '爆米科技',\n",
       "      'compIndustry': '电子商务',\n",
       "      'compId': 10239197,\n",
       "      'compStage': 'B轮',\n",
       "      'compLogo': '60646aae992c4240ea9983b905u.png',\n",
       "      'compScale': '500-999人',\n",
       "      'link': 'https://www.liepin.com/company/10239197/'},\n",
       "     'dataInfo': '%7B%22as_from%22%3A%22search_prime%22%2C%22jobId%22%3A%2246557423%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22jobKind%22%3A%222%22%2C%22ckId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22wybibtz1aiszbjmi04npybw27lwjrig9%22%2C%22fkId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%7D',\n",
       "     'dataParams': '{\"jobId\":\"46557423\",\"userId\":\"a2d2354bf657634e4912f8ab59d2cc03\",\"jobKind\":\"2\",\"imId\":\"b9f180babb88d8c1d6a9d1214a39013b\",\"imUserType\":\"2\",\"recruiterName\":\"梁女士\",\"recruiterPhoto\":\"5f8f9863f6d1ab58476f246a08u.jpg\"}',\n",
       "     'job': {'labels': ['电子商务',\n",
       "       '家具设计',\n",
       "       '产品规划',\n",
       "       '欧美风格',\n",
       "       '轻奢风格',\n",
       "       '实木家具',\n",
       "       '板木家具',\n",
       "       '软体家具'],\n",
       "      'title': '家具产品经理',\n",
       "      'topJob': False,\n",
       "      'jobId': '46557423',\n",
       "      'refreshTime': '20220729142500',\n",
       "      'jobKind': '2',\n",
       "      'salary': '15-30k·13薪',\n",
       "      'dq': '广州-海珠区',\n",
       "      'advViewFlag': False,\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=18&skId=wybibtz1aiszbjmi04npybw27lwjrig9&fkId=3b29iuddljqf59cydxyrva195gws0t99&ckId=3b29iuddljqf59cydxyrva195gws0t99&sfrom=search_job_pc&curPage=0&pageSize=40&index=18',\n",
       "      'link': 'https://www.liepin.com/job/1946557423.shtml',\n",
       "      'requireEduLevel': '本科',\n",
       "      'requireWorkYears': '1-3年'},\n",
       "     'recruiter': {'recruiterId': 'a2d2354bf657634e4912f8ab59d2cc03',\n",
       "      'chatted': False,\n",
       "      'imId': 'b9f180babb88d8c1d6a9d1214a39013b',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '梁女士',\n",
       "      'recruiterTitle': 'hrbp',\n",
       "      'recruiterPhoto': '5f8f9863f6d1ab58476f246a08u.jpg'}},\n",
       "    {'comp': {'compName': '亮健集团',\n",
       "      'compIndustry': '电子商务',\n",
       "      'compId': 8947527,\n",
       "      'compStage': '战略投资',\n",
       "      'compLogo': '5fd9ac8a1721db2a11d6bfe501u.png',\n",
       "      'compScale': '500-999人',\n",
       "      'link': 'https://www.liepin.com/company/8947527/'},\n",
       "     'dataInfo': '%7B%22as_from%22%3A%22search_prime%22%2C%22jobId%22%3A%2244638211%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22jobKind%22%3A%222%22%2C%22ckId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22wybibtz1aiszbjmi04npybw27lwjrig9%22%2C%22fkId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%7D',\n",
       "     'dataParams': '{\"jobId\":\"44638211\",\"userId\":\"d065b1daa7bcb84ae6c40ac9e0b1d9fc\",\"jobKind\":\"2\",\"imId\":\"a7c1274d81ffbd5c8fa263ed17de85b1\",\"imUserType\":\"2\",\"recruiterName\":\"李女士\",\"recruiterPhoto\":\"5f8f98648dbe6273dcf8515508u.jpg\"}',\n",
       "     'job': {'labels': ['产品设计', 'axure', 'visio', 'xmind', 'erp', '需求分析'],\n",
       "      'title': '产品经理',\n",
       "      'topJob': False,\n",
       "      'jobId': '44638211',\n",
       "      'refreshTime': '20211112142054',\n",
       "      'jobKind': '2',\n",
       "      'salary': '7-12k',\n",
       "      'dq': '广州-越秀区',\n",
       "      'advViewFlag': False,\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=19&skId=wybibtz1aiszbjmi04npybw27lwjrig9&fkId=3b29iuddljqf59cydxyrva195gws0t99&ckId=3b29iuddljqf59cydxyrva195gws0t99&sfrom=search_job_pc&curPage=0&pageSize=40&index=19',\n",
       "      'link': 'https://www.liepin.com/job/1944638211.shtml',\n",
       "      'requireEduLevel': '大专',\n",
       "      'requireWorkYears': '1-3年'},\n",
       "     'recruiter': {'recruiterId': 'd065b1daa7bcb84ae6c40ac9e0b1d9fc',\n",
       "      'chatted': False,\n",
       "      'imId': 'a7c1274d81ffbd5c8fa263ed17de85b1',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '李女士',\n",
       "      'recruiterTitle': '招聘专员',\n",
       "      'recruiterPhoto': '5f8f98648dbe6273dcf8515508u.jpg'}},\n",
       "    {'comp': {'compName': '卓术信息',\n",
       "      'compIndustry': '科技金融',\n",
       "      'compId': 9249321,\n",
       "      'compStage': '融资未公开',\n",
       "      'compLogo': '60f919edecacff0bd07ea1c308u.jpg',\n",
       "      'compScale': '50-99人',\n",
       "      'link': 'https://www.liepin.com/company/9249321/'},\n",
       "     'dataInfo': '%7B%22as_from%22%3A%22search_prime%22%2C%22jobId%22%3A%2241293593%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22jobKind%22%3A%222%22%2C%22ckId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22wybibtz1aiszbjmi04npybw27lwjrig9%22%2C%22fkId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%7D',\n",
       "     'dataParams': '{\"jobId\":\"41293593\",\"userId\":\"41a7ab5db2267b7a7086e5281ecdcd6d\",\"jobKind\":\"2\",\"imId\":\"abdc4a6288cb408c67afc08fad36a30d\",\"imUserType\":\"2\",\"recruiterName\":\"陈女士\",\"recruiterPhoto\":\"5f8f986779c7cc70efbf36c008u.jpg\"}',\n",
       "     'job': {'labels': ['数据分析'],\n",
       "      'title': '产品经理',\n",
       "      'topJob': False,\n",
       "      'jobId': '41293593',\n",
       "      'refreshTime': '20210723095531',\n",
       "      'jobKind': '2',\n",
       "      'salary': '15-20k·13薪',\n",
       "      'dq': '广州',\n",
       "      'advViewFlag': False,\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=20&skId=wybibtz1aiszbjmi04npybw27lwjrig9&fkId=3b29iuddljqf59cydxyrva195gws0t99&ckId=3b29iuddljqf59cydxyrva195gws0t99&sfrom=search_job_pc&curPage=0&pageSize=40&index=20',\n",
       "      'link': 'https://www.liepin.com/job/1941293593.shtml',\n",
       "      'requireEduLevel': '本科',\n",
       "      'requireWorkYears': '1-3年'},\n",
       "     'recruiter': {'recruiterId': '41a7ab5db2267b7a7086e5281ecdcd6d',\n",
       "      'chatted': False,\n",
       "      'imId': 'abdc4a6288cb408c67afc08fad36a30d',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '陈女士',\n",
       "      'recruiterTitle': '广州卓术信息科技有限公司',\n",
       "      'recruiterPhoto': '5f8f986779c7cc70efbf36c008u.jpg'}},\n",
       "    {'comp': {'compName': '至真信息',\n",
       "      'compIndustry': '互联网',\n",
       "      'compId': 8835306,\n",
       "      'compStage': 'A轮',\n",
       "      'compLogo': '5de9b7cf276e4871f4155d2a08u.jpg',\n",
       "      'compScale': '100-499人',\n",
       "      'link': 'https://www.liepin.com/company/8835306/'},\n",
       "     'dataInfo': '%7B%22as_from%22%3A%22search_prime%22%2C%22jobId%22%3A%2255540905%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22jobKind%22%3A%222%22%2C%22ckId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22wybibtz1aiszbjmi04npybw27lwjrig9%22%2C%22fkId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%7D',\n",
       "     'dataParams': '{\"jobId\":\"55540905\",\"userId\":\"626782c0f12b3069230926edcca89924\",\"jobKind\":\"2\",\"imId\":\"419e123d9f6bdaed6dadb487287a091a\",\"imUserType\":\"2\",\"recruiterName\":\"康女士\",\"recruiterPhoto\":\"5de9b8bfcd52473b94f2fba308u.jpg\"}',\n",
       "     'job': {'labels': ['工具产品', '移动端产品'],\n",
       "      'title': '产品经理（工具产品）',\n",
       "      'topJob': False,\n",
       "      'jobId': '55540905',\n",
       "      'refreshTime': '20230411145606',\n",
       "      'jobKind': '2',\n",
       "      'salary': '15-25k',\n",
       "      'dq': '广州-天河区',\n",
       "      'advViewFlag': False,\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=21&skId=wybibtz1aiszbjmi04npybw27lwjrig9&fkId=3b29iuddljqf59cydxyrva195gws0t99&ckId=3b29iuddljqf59cydxyrva195gws0t99&sfrom=search_job_pc&curPage=0&pageSize=40&index=21',\n",
       "      'link': 'https://www.liepin.com/job/1955540905.shtml',\n",
       "      'requireEduLevel': '本科',\n",
       "      'requireWorkYears': '1-3年'},\n",
       "     'recruiter': {'recruiterId': '626782c0f12b3069230926edcca89924',\n",
       "      'chatted': False,\n",
       "      'imId': '419e123d9f6bdaed6dadb487287a091a',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '康女士',\n",
       "      'recruiterTitle': '招聘',\n",
       "      'recruiterPhoto': '5de9b8bfcd52473b94f2fba308u.jpg'}},\n",
       "    {'comp': {'compName': '广州乐牛游戏',\n",
       "      'compIndustry': '游戏',\n",
       "      'compId': 8166526,\n",
       "      'compLogo': '624a9b1378302f2c469582d607u.png',\n",
       "      'compScale': '500-999人',\n",
       "      'link': 'https://www.liepin.com/company/8166526/'},\n",
       "     'dataInfo': '%7B%22as_from%22%3A%22search_prime%22%2C%22jobId%22%3A%2241342655%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22jobKind%22%3A%222%22%2C%22ckId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22wybibtz1aiszbjmi04npybw27lwjrig9%22%2C%22fkId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%7D',\n",
       "     'dataParams': '{\"jobId\":\"41342655\",\"userId\":\"0042dacfb48178e98761eb2ffb64e351\",\"jobKind\":\"2\",\"imId\":\"03e8d37d540f7aacac365a663ca833da\",\"imUserType\":\"2\",\"recruiterName\":\"吴女士\",\"recruiterPhoto\":\"5f8f9866dfb13a7dee342f1808u.jpg\"}',\n",
       "     'job': {'labels': [],\n",
       "      'title': '产品经理（金融类产品）',\n",
       "      'topJob': False,\n",
       "      'jobId': '41342655',\n",
       "      'refreshTime': '20230316172436',\n",
       "      'jobKind': '2',\n",
       "      'salary': '8-15k·13薪',\n",
       "      'dq': '广州-海珠区',\n",
       "      'advViewFlag': False,\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=22&skId=wybibtz1aiszbjmi04npybw27lwjrig9&fkId=3b29iuddljqf59cydxyrva195gws0t99&ckId=3b29iuddljqf59cydxyrva195gws0t99&sfrom=search_job_pc&curPage=0&pageSize=40&index=22',\n",
       "      'link': 'https://www.liepin.com/job/1941342655.shtml',\n",
       "      'requireEduLevel': '本科',\n",
       "      'requireWorkYears': '1-3年'},\n",
       "     'recruiter': {'recruiterId': '0042dacfb48178e98761eb2ffb64e351',\n",
       "      'chatted': False,\n",
       "      'imId': '03e8d37d540f7aacac365a663ca833da',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '吴女士',\n",
       "      'recruiterTitle': 'HR',\n",
       "      'recruiterPhoto': '5f8f9866dfb13a7dee342f1808u.jpg'}},\n",
       "    {'comp': {'compName': '广州奥昆食品有限公司',\n",
       "      'compIndustry': '食品/饮料/酒水',\n",
       "      'compId': 13103111,\n",
       "      'compLogo': '61b07937d0458d53c627567e02u.jpg',\n",
       "      'compScale': '1000-2000人',\n",
       "      'link': 'https://www.liepin.com/company/13103111/'},\n",
       "     'dataInfo': '%7B%22as_from%22%3A%22search_prime%22%2C%22jobId%22%3A%2254094527%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22jobKind%22%3A%222%22%2C%22ckId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22wybibtz1aiszbjmi04npybw27lwjrig9%22%2C%22fkId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%7D',\n",
       "     'dataParams': '{\"jobId\":\"54094527\",\"userId\":\"bfc28207e2f1179886f470d24295fcbf\",\"jobKind\":\"2\",\"imId\":\"207c380fb07ddad3e7b657921b02bb93\",\"imUserType\":\"2\",\"recruiterName\":\"林女士\",\"recruiterPhoto\":\"5f8f9866dfb13a7dee342f1808u.jpg\"}',\n",
       "     'job': {'labels': [],\n",
       "      'title': '产品经理（快消品）',\n",
       "      'topJob': False,\n",
       "      'jobId': '54094527',\n",
       "      'refreshTime': '20230419084356',\n",
       "      'jobKind': '2',\n",
       "      'salary': '15-25k',\n",
       "      'dq': '广州-南沙区',\n",
       "      'advViewFlag': False,\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=23&skId=wybibtz1aiszbjmi04npybw27lwjrig9&fkId=3b29iuddljqf59cydxyrva195gws0t99&ckId=3b29iuddljqf59cydxyrva195gws0t99&sfrom=search_job_pc&curPage=0&pageSize=40&index=23',\n",
       "      'link': 'https://www.liepin.com/job/1954094527.shtml',\n",
       "      'requireEduLevel': '本科',\n",
       "      'requireWorkYears': '1-3年'},\n",
       "     'recruiter': {'recruiterId': 'bfc28207e2f1179886f470d24295fcbf',\n",
       "      'chatted': False,\n",
       "      'imId': '207c380fb07ddad3e7b657921b02bb93',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '林女士',\n",
       "      'recruiterTitle': '',\n",
       "      'recruiterPhoto': '5f8f9866dfb13a7dee342f1808u.jpg'}},\n",
       "    {'comp': {'compName': '广东亿迅科技有限公司',\n",
       "      'compIndustry': '计算机软件',\n",
       "      'compId': 552933,\n",
       "      'compLogo': '5bfea2fc74719d2aa34c73fb03a.png',\n",
       "      'compScale': '2000-5000人',\n",
       "      'link': 'https://www.liepin.com/company/552933/'},\n",
       "     'dataInfo': '%7B%22as_from%22%3A%22search_prime%22%2C%22jobId%22%3A%2256928029%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22jobKind%22%3A%222%22%2C%22ckId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22wybibtz1aiszbjmi04npybw27lwjrig9%22%2C%22fkId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%7D',\n",
       "     'dataParams': '{\"jobId\":\"56928029\",\"userId\":\"08e4b7710d87386c452b3baea68b57ec\",\"jobKind\":\"2\",\"imId\":\"69dd5aa7404662acbf1edd1f3249a09c\",\"imUserType\":\"2\",\"recruiterName\":\"张女士\",\"recruiterPhoto\":\"5f8f9863f6d1ab58476f246a08u.jpg\"}',\n",
       "     'job': {'labels': ['云网编排', '电信'],\n",
       "      'title': '产品经理',\n",
       "      'topJob': False,\n",
       "      'jobId': '56928029',\n",
       "      'refreshTime': '20230418092851',\n",
       "      'jobKind': '2',\n",
       "      'salary': '12-25k',\n",
       "      'dq': '广州-天河区',\n",
       "      'advViewFlag': False,\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=24&skId=wybibtz1aiszbjmi04npybw27lwjrig9&fkId=3b29iuddljqf59cydxyrva195gws0t99&ckId=3b29iuddljqf59cydxyrva195gws0t99&sfrom=search_job_pc&curPage=0&pageSize=40&index=24',\n",
       "      'link': 'https://www.liepin.com/job/1956928029.shtml',\n",
       "      'requireEduLevel': '本科',\n",
       "      'requireWorkYears': '1-3年'},\n",
       "     'recruiter': {'recruiterId': '08e4b7710d87386c452b3baea68b57ec',\n",
       "      'chatted': False,\n",
       "      'imId': '69dd5aa7404662acbf1edd1f3249a09c',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '张女士',\n",
       "      'recruiterTitle': '招聘管理',\n",
       "      'recruiterPhoto': '5f8f9863f6d1ab58476f246a08u.jpg'}},\n",
       "    {'comp': {'compName': '某上海大型专业服务公司',\n",
       "      'compIndustry': '人力资源服务',\n",
       "      'compStage': '不需要融资',\n",
       "      'compLogo': '60e2fe0bf3df194a3c48adb502u.png',\n",
       "      'compScale': '10000人以上',\n",
       "      'link': ''},\n",
       "     'dataInfo': '%7B%22as_from%22%3A%22search_prime%22%2C%22jobId%22%3A%2244961783%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22jobKind%22%3A%221%22%2C%22ckId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22wybibtz1aiszbjmi04npybw27lwjrig9%22%2C%22fkId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%7D',\n",
       "     'dataParams': '{\"jobId\":\"44961783\",\"userId\":\"650041927c39da8d4d33c7d4c3febfb0\",\"jobKind\":\"1\",\"imId\":\"4599fb70152beed2e89ee1fba507436c\",\"imUserType\":\"2\",\"recruiterName\":\"刘先生\",\"recruiterPhoto\":\"6307358dfcd8e70344dcd0aa02u.jpeg\"}',\n",
       "     'job': {'labels': ['AI人工智能产品',\n",
       "       '机器学习',\n",
       "       '深度学习',\n",
       "       '人工智能',\n",
       "       '人工智能领域',\n",
       "       'AI',\n",
       "       '算法/AI编程',\n",
       "       '推荐算法'],\n",
       "      'title': 'AI应用产品经理（广州总部）# 90M0115489',\n",
       "      'topJob': False,\n",
       "      'jobId': '44961783',\n",
       "      'refreshTime': '20230403142127',\n",
       "      'jobKind': '1',\n",
       "      'salary': '17-22k·13薪',\n",
       "      'dq': '广州-白云区',\n",
       "      'advViewFlag': False,\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=25&skId=wybibtz1aiszbjmi04npybw27lwjrig9&fkId=3b29iuddljqf59cydxyrva195gws0t99&ckId=3b29iuddljqf59cydxyrva195gws0t99&sfrom=search_job_pc&curPage=0&pageSize=40&index=25',\n",
       "      'link': 'https://www.liepin.com/a/44961783.shtml',\n",
       "      'requireEduLevel': '本科及以上',\n",
       "      'requireWorkYears': '1-3年'},\n",
       "     'recruiter': {'recruiterId': '650041927c39da8d4d33c7d4c3febfb0',\n",
       "      'chatted': False,\n",
       "      'imId': '4599fb70152beed2e89ee1fba507436c',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '刘先生',\n",
       "      'recruiterTitle': '猎头顾问',\n",
       "      'recruiterPhoto': '6307358dfcd8e70344dcd0aa02u.jpeg'}},\n",
       "    {'comp': {'compName': '千里眼(广州)人工智能科技有限公司',\n",
       "      'compIndustry': '人工智能',\n",
       "      'compId': 12155019,\n",
       "      'compStage': 'A轮',\n",
       "      'compLogo': '60d97ac1208b48306211569801u.png',\n",
       "      'compScale': '50-99人',\n",
       "      'link': 'https://www.liepin.com/company/12155019/'},\n",
       "     'dataInfo': '%7B%22as_from%22%3A%22search_prime%22%2C%22jobId%22%3A%2244316525%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22jobKind%22%3A%222%22%2C%22ckId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22wybibtz1aiszbjmi04npybw27lwjrig9%22%2C%22fkId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%7D',\n",
       "     'dataParams': '{\"jobId\":\"44316525\",\"userId\":\"d23bfd561d4618fd321935c5956f05c6\",\"jobKind\":\"2\",\"imId\":\"fc94b91b540b7f07cde5ca55a88b4d39\",\"imUserType\":\"2\",\"recruiterName\":\"朱女士\",\"recruiterPhoto\":\"5f8f9866dfb13a7dee342f1808u.jpg\"}',\n",
       "     'job': {'labels': ['产品设计', '需求分析'],\n",
       "      'title': '产品经理',\n",
       "      'topJob': False,\n",
       "      'jobId': '44316525',\n",
       "      'refreshTime': '20230406170509',\n",
       "      'jobKind': '2',\n",
       "      'salary': '12-20k',\n",
       "      'dq': '广州-黄埔区',\n",
       "      'advViewFlag': False,\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=26&skId=wybibtz1aiszbjmi04npybw27lwjrig9&fkId=3b29iuddljqf59cydxyrva195gws0t99&ckId=3b29iuddljqf59cydxyrva195gws0t99&sfrom=search_job_pc&curPage=0&pageSize=40&index=26',\n",
       "      'link': 'https://www.liepin.com/job/1944316525.shtml',\n",
       "      'requireEduLevel': '本科',\n",
       "      'requireWorkYears': '1-3年'},\n",
       "     'recruiter': {'recruiterId': 'd23bfd561d4618fd321935c5956f05c6',\n",
       "      'chatted': False,\n",
       "      'imId': 'fc94b91b540b7f07cde5ca55a88b4d39',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '朱女士',\n",
       "      'recruiterTitle': '行政专员',\n",
       "      'recruiterPhoto': '5f8f9866dfb13a7dee342f1808u.jpg'}},\n",
       "    {'comp': {'compName': '拱极生物医药(广州)有限公司',\n",
       "      'compIndustry': '批发/零售',\n",
       "      'compId': 13493269,\n",
       "      'compLogo': '61b07937d0458d53c627567e02u.jpg',\n",
       "      'compScale': '1-49人',\n",
       "      'link': 'https://www.liepin.com/company/13493269/'},\n",
       "     'dataInfo': '%7B%22as_from%22%3A%22search_prime%22%2C%22jobId%22%3A%2257547393%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22jobKind%22%3A%222%22%2C%22ckId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22wybibtz1aiszbjmi04npybw27lwjrig9%22%2C%22fkId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%7D',\n",
       "     'dataParams': '{\"jobId\":\"57547393\",\"userId\":\"a33efcbbbe8cac1f4d75bfb2c3670f47\",\"jobKind\":\"2\",\"imId\":\"38182daa8f6bb89c16045c5c81f662c6\",\"imUserType\":\"2\",\"recruiterName\":\"杨女士\",\"recruiterPhoto\":\"642e22d5690f674cbedabe8f08u.png\"}',\n",
       "     'job': {'labels': ['医药行业销售', '市场调研分析', '产品推广'],\n",
       "      'title': '助理产品经理/产品经理',\n",
       "      'topJob': False,\n",
       "      'jobId': '57547393',\n",
       "      'refreshTime': '20230419143222',\n",
       "      'jobKind': '2',\n",
       "      'salary': '8-16k·13薪',\n",
       "      'dq': '广州-南沙区',\n",
       "      'advViewFlag': False,\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=27&skId=wybibtz1aiszbjmi04npybw27lwjrig9&fkId=3b29iuddljqf59cydxyrva195gws0t99&ckId=3b29iuddljqf59cydxyrva195gws0t99&sfrom=search_job_pc&curPage=0&pageSize=40&index=27',\n",
       "      'link': 'https://www.liepin.com/job/1957547393.shtml',\n",
       "      'requireEduLevel': '统招本科',\n",
       "      'requireWorkYears': '1-3年'},\n",
       "     'recruiter': {'recruiterId': 'a33efcbbbe8cac1f4d75bfb2c3670f47',\n",
       "      'chatted': False,\n",
       "      'imId': '38182daa8f6bb89c16045c5c81f662c6',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '杨女士',\n",
       "      'recruiterTitle': '人力资源',\n",
       "      'recruiterPhoto': '642e22d5690f674cbedabe8f08u.png'}},\n",
       "    {'comp': {'compName': '一康医疗',\n",
       "      'compIndustry': '医疗机构',\n",
       "      'compId': 3482038,\n",
       "      'compLogo': '5bfe8fc874719d35745a817203a.png',\n",
       "      'compScale': '100-499人',\n",
       "      'link': 'https://www.liepin.com/company/3482038/'},\n",
       "     'dataInfo': '%7B%22as_from%22%3A%22search_prime%22%2C%22jobId%22%3A%2256163467%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22jobKind%22%3A%222%22%2C%22ckId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22wybibtz1aiszbjmi04npybw27lwjrig9%22%2C%22fkId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%7D',\n",
       "     'dataParams': '{\"jobId\":\"56163467\",\"userId\":\"2b7f4d87edb761587300b5916378e16d\",\"jobKind\":\"2\",\"imId\":\"ba01035e7babf9fc97cd4b0530f9e3f9\",\"imUserType\":\"2\",\"recruiterName\":\"王女士\",\"recruiterPhoto\":\"54d1e762712eb4f6b84c253101a.png\"}',\n",
       "     'job': {'labels': ['康复医疗器械', '医疗器械'],\n",
       "      'title': '医疗器械产品经理',\n",
       "      'topJob': False,\n",
       "      'jobId': '56163467',\n",
       "      'refreshTime': '20230330183032',\n",
       "      'jobKind': '2',\n",
       "      'salary': '12-18k',\n",
       "      'dq': '广州-南沙区',\n",
       "      'advViewFlag': False,\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=28&skId=wybibtz1aiszbjmi04npybw27lwjrig9&fkId=3b29iuddljqf59cydxyrva195gws0t99&ckId=3b29iuddljqf59cydxyrva195gws0t99&sfrom=search_job_pc&curPage=0&pageSize=40&index=28',\n",
       "      'link': 'https://www.liepin.com/job/1956163467.shtml',\n",
       "      'requireEduLevel': '本科',\n",
       "      'requireWorkYears': '1-3年'},\n",
       "     'recruiter': {'recruiterId': '2b7f4d87edb761587300b5916378e16d',\n",
       "      'chatted': False,\n",
       "      'imId': 'ba01035e7babf9fc97cd4b0530f9e3f9',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '王女士',\n",
       "      'recruiterTitle': '人事经理',\n",
       "      'recruiterPhoto': '54d1e762712eb4f6b84c253101a.png'}},\n",
       "    {'comp': {'compName': '浦发银行',\n",
       "      'compIndustry': '银行',\n",
       "      'compId': 8790445,\n",
       "      'compLogo': '5bfea60174719d2aa34cf03003a.png',\n",
       "      'compScale': '2000-5000人',\n",
       "      'link': 'https://www.liepin.com/company/8790445/'},\n",
       "     'dataInfo': '%7B%22as_from%22%3A%22search_prime%22%2C%22jobId%22%3A%2256773475%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22jobKind%22%3A%222%22%2C%22ckId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22wybibtz1aiszbjmi04npybw27lwjrig9%22%2C%22fkId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%7D',\n",
       "     'dataParams': '{\"jobId\":\"56773475\",\"userId\":\"f3b6bdf2ce40fc5ff3a020d01df02f01\",\"jobKind\":\"2\",\"imId\":\"a6ecbb8d620b5506c1bd2b3e9fec8144\",\"imUserType\":\"2\",\"recruiterName\":\"陈女士\",\"recruiterPhoto\":\"5f8f986779c7cc70efbf36c008u.jpg\"}',\n",
       "     'job': {'labels': [],\n",
       "      'title': '代客代理中心产品经理岗（衍生品交易产品经理）',\n",
       "      'topJob': False,\n",
       "      'jobId': '56773475',\n",
       "      'refreshTime': '20230308105217',\n",
       "      'jobKind': '2',\n",
       "      'salary': '15-30k',\n",
       "      'dq': '广州-天河区',\n",
       "      'advViewFlag': False,\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=29&skId=wybibtz1aiszbjmi04npybw27lwjrig9&fkId=3b29iuddljqf59cydxyrva195gws0t99&ckId=3b29iuddljqf59cydxyrva195gws0t99&sfrom=search_job_pc&curPage=0&pageSize=40&index=29',\n",
       "      'link': 'https://www.liepin.com/job/1956773475.shtml',\n",
       "      'requireEduLevel': '统招本科',\n",
       "      'requireWorkYears': '1-3年'},\n",
       "     'recruiter': {'recruiterId': 'f3b6bdf2ce40fc5ff3a020d01df02f01',\n",
       "      'chatted': False,\n",
       "      'imId': 'a6ecbb8d620b5506c1bd2b3e9fec8144',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '陈女士',\n",
       "      'recruiterTitle': '人力资源部',\n",
       "      'recruiterPhoto': '5f8f986779c7cc70efbf36c008u.jpg'}},\n",
       "    {'comp': {'compName': '数字广东',\n",
       "      'compIndustry': '互联网',\n",
       "      'compId': 9541320,\n",
       "      'compLogo': '635f3558bc4bee6f5c71877b04u.png',\n",
       "      'compScale': '2000-5000人',\n",
       "      'link': 'https://www.liepin.com/company/9541320/'},\n",
       "     'dataInfo': '%7B%22as_from%22%3A%22search_prime%22%2C%22jobId%22%3A%2241290327%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22jobKind%22%3A%222%22%2C%22ckId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22wybibtz1aiszbjmi04npybw27lwjrig9%22%2C%22fkId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%7D',\n",
       "     'dataParams': '{\"jobId\":\"41290327\",\"userId\":\"3c7809eade2bdcbf731b0e7b4e6639e3\",\"jobKind\":\"2\",\"imId\":\"a3f8d3fcd35211590eae969ce9a54d02\",\"imUserType\":\"2\",\"recruiterName\":\"刘女士\",\"recruiterPhoto\":\"5f8f98648dbe6273dcf8515508u.jpg\"}',\n",
       "     'job': {'labels': ['IT互联网', '用户研究', '市场调研'],\n",
       "      'title': '高级产品经理-',\n",
       "      'topJob': False,\n",
       "      'jobId': '41290327',\n",
       "      'refreshTime': '20220317182024',\n",
       "      'jobKind': '2',\n",
       "      'salary': '18-28k·16薪',\n",
       "      'dq': '广州',\n",
       "      'advViewFlag': False,\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=30&skId=wybibtz1aiszbjmi04npybw27lwjrig9&fkId=3b29iuddljqf59cydxyrva195gws0t99&ckId=3b29iuddljqf59cydxyrva195gws0t99&sfrom=search_job_pc&curPage=0&pageSize=40&index=30',\n",
       "      'link': 'https://www.liepin.com/job/1941290327.shtml',\n",
       "      'requireEduLevel': '本科',\n",
       "      'requireWorkYears': '1-3年'},\n",
       "     'recruiter': {'recruiterId': '3c7809eade2bdcbf731b0e7b4e6639e3',\n",
       "      'chatted': False,\n",
       "      'imId': 'a3f8d3fcd35211590eae969ce9a54d02',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '刘女士',\n",
       "      'recruiterTitle': '招聘专员',\n",
       "      'recruiterPhoto': '5f8f98648dbe6273dcf8515508u.jpg'}},\n",
       "    {'comp': {'compName': '广州智都投资控股集团有限公司',\n",
       "      'compIndustry': '其他商务服务业',\n",
       "      'compId': 13183547,\n",
       "      'compStage': '融资未公开',\n",
       "      'compLogo': '61b07937d0458d53c627567e02u.jpg',\n",
       "      'compScale': '50-99人',\n",
       "      'link': 'https://www.liepin.com/company/13183547/'},\n",
       "     'dataInfo': '%7B%22as_from%22%3A%22search_prime%22%2C%22jobId%22%3A%2257515707%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22jobKind%22%3A%222%22%2C%22ckId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22wybibtz1aiszbjmi04npybw27lwjrig9%22%2C%22fkId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%7D',\n",
       "     'dataParams': '{\"jobId\":\"57515707\",\"userId\":\"9224e21535a0770f9d45710a02ad2182\",\"jobKind\":\"2\",\"imId\":\"2e2678cb5cd647bb7ea58b95d93937d7\",\"imUserType\":\"2\",\"recruiterName\":\"齐女士\",\"recruiterPhoto\":\"5f8f9865ea60860b75384fa508u.jpg\"}',\n",
       "     'job': {'labels': [],\n",
       "      'title': '广花融资担保公司（筹）产品经理',\n",
       "      'topJob': False,\n",
       "      'jobId': '57515707',\n",
       "      'refreshTime': '20230418091105',\n",
       "      'jobKind': '2',\n",
       "      'salary': '10-20k',\n",
       "      'dq': '广州-花都区',\n",
       "      'advViewFlag': False,\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=31&skId=wybibtz1aiszbjmi04npybw27lwjrig9&fkId=3b29iuddljqf59cydxyrva195gws0t99&ckId=3b29iuddljqf59cydxyrva195gws0t99&sfrom=search_job_pc&curPage=0&pageSize=40&index=31',\n",
       "      'link': 'https://www.liepin.com/job/1957515707.shtml',\n",
       "      'requireEduLevel': '统招本科',\n",
       "      'requireWorkYears': '1-3年'},\n",
       "     'recruiter': {'recruiterId': '9224e21535a0770f9d45710a02ad2182',\n",
       "      'chatted': False,\n",
       "      'imId': '2e2678cb5cd647bb7ea58b95d93937d7',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '齐女士',\n",
       "      'recruiterTitle': '人力资源经理/主管',\n",
       "      'recruiterPhoto': '5f8f9865ea60860b75384fa508u.jpg'}},\n",
       "    {'comp': {'compName': '康方生物',\n",
       "      'compIndustry': '制药',\n",
       "      'compId': 8275623,\n",
       "      'compStage': '港股上市',\n",
       "      'compLogo': '5bfe916674719d35745ad29703a.png',\n",
       "      'compScale': '2000-5000人',\n",
       "      'link': 'https://www.liepin.com/company/8275623/'},\n",
       "     'dataInfo': '%7B%22as_from%22%3A%22search_prime%22%2C%22jobId%22%3A%2252410465%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22jobKind%22%3A%222%22%2C%22ckId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22wybibtz1aiszbjmi04npybw27lwjrig9%22%2C%22fkId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%7D',\n",
       "     'dataParams': '{\"jobId\":\"52410465\",\"userId\":\"42a2c62bf934a3d99dabcf9dd14166d8\",\"jobKind\":\"2\",\"imId\":\"34bca69415136074d2e7a31c096a5fc3\",\"imUserType\":\"2\",\"recruiterName\":\"邓女士\",\"recruiterPhoto\":\"5f8f9865ea60860b75384fa508u.jpg\"}',\n",
       "     'job': {'labels': [],\n",
       "      'title': '产品经理(妇瘤领域）',\n",
       "      'topJob': False,\n",
       "      'jobId': '52410465',\n",
       "      'refreshTime': '20230330095031',\n",
       "      'jobKind': '2',\n",
       "      'salary': '20-40k',\n",
       "      'dq': '广州-海珠区',\n",
       "      'advViewFlag': False,\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=32&skId=wybibtz1aiszbjmi04npybw27lwjrig9&fkId=3b29iuddljqf59cydxyrva195gws0t99&ckId=3b29iuddljqf59cydxyrva195gws0t99&sfrom=search_job_pc&curPage=0&pageSize=40&index=32',\n",
       "      'link': 'https://www.liepin.com/job/1952410465.shtml',\n",
       "      'requireEduLevel': '统招本科',\n",
       "      'requireWorkYears': '1-3年'},\n",
       "     'recruiter': {'recruiterId': '42a2c62bf934a3d99dabcf9dd14166d8',\n",
       "      'chatted': False,\n",
       "      'imId': '34bca69415136074d2e7a31c096a5fc3',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '邓女士',\n",
       "      'recruiterTitle': 'HR',\n",
       "      'recruiterPhoto': '5f8f9865ea60860b75384fa508u.jpg'}},\n",
       "    {'comp': {'compName': '广州交易所集团有限公司',\n",
       "      'compIndustry': '基金/证券/期货',\n",
       "      'compId': 13126133,\n",
       "      'compLogo': '61b07937d0458d53c627567e02u.jpg',\n",
       "      'compScale': '100-499人',\n",
       "      'link': 'https://www.liepin.com/company/13126133/'},\n",
       "     'dataInfo': '%7B%22as_from%22%3A%22search_prime%22%2C%22jobId%22%3A%2257365497%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22jobKind%22%3A%222%22%2C%22ckId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22wybibtz1aiszbjmi04npybw27lwjrig9%22%2C%22fkId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%7D',\n",
       "     'dataParams': '{\"jobId\":\"57365497\",\"userId\":\"54cbd070baed9f4ed723ded599efb12c\",\"jobKind\":\"2\",\"imId\":\"a2afe536821a6213835da8f121f93219\",\"imUserType\":\"2\",\"recruiterName\":\"陈女士\",\"recruiterPhoto\":\"5f8f9865ea60860b75384fa508u.jpg\"}',\n",
       "     'job': {'labels': ['交易产品',\n",
       "       '供应链产品',\n",
       "       '数据产品',\n",
       "       '电商产品',\n",
       "       'to B',\n",
       "       'CRM系统',\n",
       "       '采购',\n",
       "       'SaaS系统',\n",
       "       '信息安全',\n",
       "       '计算机软件'],\n",
       "      'title': '产品经理岗（信息技术）',\n",
       "      'topJob': False,\n",
       "      'jobId': '57365497',\n",
       "      'refreshTime': '20230419180107',\n",
       "      'jobKind': '2',\n",
       "      'salary': '10-16k·15薪',\n",
       "      'dq': '广州-越秀区',\n",
       "      'advViewFlag': False,\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=33&skId=wybibtz1aiszbjmi04npybw27lwjrig9&fkId=3b29iuddljqf59cydxyrva195gws0t99&ckId=3b29iuddljqf59cydxyrva195gws0t99&sfrom=search_job_pc&curPage=0&pageSize=40&index=33',\n",
       "      'link': 'https://www.liepin.com/job/1957365497.shtml',\n",
       "      'requireEduLevel': '统招本科',\n",
       "      'requireWorkYears': '1-3年'},\n",
       "     'recruiter': {'recruiterId': '54cbd070baed9f4ed723ded599efb12c',\n",
       "      'chatted': False,\n",
       "      'imId': 'a2afe536821a6213835da8f121f93219',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '陈女士',\n",
       "      'recruiterTitle': '',\n",
       "      'recruiterPhoto': '5f8f9865ea60860b75384fa508u.jpg'}},\n",
       "    {'comp': {'compName': '广电运通金融电子',\n",
       "      'compIndustry': '计算机软件',\n",
       "      'compId': 8547388,\n",
       "      'compStage': '沪深A股上市',\n",
       "      'compLogo': '6242b195ca47ff43908033f907u.png',\n",
       "      'compScale': '10000人以上',\n",
       "      'link': 'https://www.liepin.com/company/8547388/'},\n",
       "     'dataInfo': '%7B%22as_from%22%3A%22search_prime%22%2C%22jobId%22%3A%2257700793%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22jobKind%22%3A%222%22%2C%22ckId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22wybibtz1aiszbjmi04npybw27lwjrig9%22%2C%22fkId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%7D',\n",
       "     'dataParams': '{\"jobId\":\"57700793\",\"userId\":\"d240723b0e912c8397fdbbeae47fcb1b\",\"jobKind\":\"2\",\"imId\":\"ae4d6cfa4ade940c9b424d05e277c733\",\"imUserType\":\"2\",\"recruiterName\":\"屈女士\",\"recruiterPhoto\":\"5f8f9866dfb13a7dee342f1808u.jpg\"}',\n",
       "     'job': {'labels': ['Axure', '交互设计', '用户研究'],\n",
       "      'title': '产品经理（数字化） (MJ001940)',\n",
       "      'topJob': False,\n",
       "      'jobId': '57700793',\n",
       "      'refreshTime': '20230411142554',\n",
       "      'jobKind': '2',\n",
       "      'salary': '10-18k',\n",
       "      'dq': '广州-黄埔区',\n",
       "      'advViewFlag': False,\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=34&skId=wybibtz1aiszbjmi04npybw27lwjrig9&fkId=3b29iuddljqf59cydxyrva195gws0t99&ckId=3b29iuddljqf59cydxyrva195gws0t99&sfrom=search_job_pc&curPage=0&pageSize=40&index=34',\n",
       "      'link': 'https://www.liepin.com/job/1957700793.shtml',\n",
       "      'requireEduLevel': '本科',\n",
       "      'requireWorkYears': '1-3年'},\n",
       "     'recruiter': {'recruiterId': 'd240723b0e912c8397fdbbeae47fcb1b',\n",
       "      'chatted': False,\n",
       "      'imId': 'ae4d6cfa4ade940c9b424d05e277c733',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '屈女士',\n",
       "      'recruiterTitle': '人力资源专员',\n",
       "      'recruiterPhoto': '5f8f9866dfb13a7dee342f1808u.jpg'}},\n",
       "    {'comp': {'compName': '知名港资快消集团',\n",
       "      'compIndustry': '食品/饮料/日化',\n",
       "      'compStage': '融资未公开',\n",
       "      'compLogo': '60e2fe0bf3df194a3c48adb502u.png',\n",
       "      'compScale': '2000-5000人',\n",
       "      'link': ''},\n",
       "     'dataInfo': '%7B%22as_from%22%3A%22search_prime%22%2C%22jobId%22%3A%2244046273%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22jobKind%22%3A%221%22%2C%22ckId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22wybibtz1aiszbjmi04npybw27lwjrig9%22%2C%22fkId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%7D',\n",
       "     'dataParams': '{\"jobId\":\"44046273\",\"userId\":\"0f67104d9d26e05a63878b22301425ad\",\"jobKind\":\"1\",\"imId\":\"6562ab6805ed6c31063dfc1b00f6daab\",\"imUserType\":\"2\",\"recruiterName\":\"杨女士\",\"recruiterPhoto\":\"636899c231cd614a2518fd6603u.jpeg\"}',\n",
       "     'job': {'labels': ['数据产品', '工具产品'],\n",
       "      'title': 'AI应用产品经理 ',\n",
       "      'topJob': False,\n",
       "      'jobId': '44046273',\n",
       "      'refreshTime': '20230303103708',\n",
       "      'jobKind': '1',\n",
       "      'salary': '18-19k·15薪',\n",
       "      'dq': '广州',\n",
       "      'advViewFlag': False,\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=35&skId=wybibtz1aiszbjmi04npybw27lwjrig9&fkId=3b29iuddljqf59cydxyrva195gws0t99&ckId=3b29iuddljqf59cydxyrva195gws0t99&sfrom=search_job_pc&curPage=0&pageSize=40&index=35',\n",
       "      'link': 'https://www.liepin.com/a/44046273.shtml',\n",
       "      'requireEduLevel': '本科及以上',\n",
       "      'requireWorkYears': '1-3年'},\n",
       "     'recruiter': {'recruiterId': '0f67104d9d26e05a63878b22301425ad',\n",
       "      'chatted': False,\n",
       "      'imId': '6562ab6805ed6c31063dfc1b00f6daab',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '杨女士',\n",
       "      'recruiterTitle': '猎头顾问',\n",
       "      'recruiterPhoto': '636899c231cd614a2518fd6603u.jpeg'}},\n",
       "    {'comp': {'compName': '某化妆品企业',\n",
       "      'compIndustry': '个人护理品',\n",
       "      'compStage': '已上市',\n",
       "      'compLogo': '60e2fe0bf3df194a3c48adb502u.png',\n",
       "      'compScale': '500-999人',\n",
       "      'link': ''},\n",
       "     'dataInfo': '%7B%22as_from%22%3A%22search_prime%22%2C%22jobId%22%3A%2243415437%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22jobKind%22%3A%221%22%2C%22ckId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22wybibtz1aiszbjmi04npybw27lwjrig9%22%2C%22fkId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%7D',\n",
       "     'dataParams': '{\"jobId\":\"43415437\",\"userId\":\"36b94f67508835cc9a16a1a712525b2e\",\"jobKind\":\"1\",\"imId\":\"f8e487f9c2ce7cab62cb88e0a323364d\",\"imUserType\":\"2\",\"recruiterName\":\"唐女士\",\"recruiterPhoto\":\"60eff8fa72adae59b22441f602u.png\"}',\n",
       "     'job': {'labels': [],\n",
       "      'title': '产品经理（护肤品产品经理）',\n",
       "      'topJob': False,\n",
       "      'jobId': '43415437',\n",
       "      'refreshTime': '20230419100306',\n",
       "      'jobKind': '1',\n",
       "      'salary': '10-15k',\n",
       "      'dq': '广州-白云区',\n",
       "      'advViewFlag': False,\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=36&skId=wybibtz1aiszbjmi04npybw27lwjrig9&fkId=3b29iuddljqf59cydxyrva195gws0t99&ckId=3b29iuddljqf59cydxyrva195gws0t99&sfrom=search_job_pc&curPage=0&pageSize=40&index=36',\n",
       "      'link': 'https://www.liepin.com/a/43415437.shtml',\n",
       "      'requireEduLevel': '统招本科',\n",
       "      'requireWorkYears': '1-3年'},\n",
       "     'recruiter': {'recruiterId': '36b94f67508835cc9a16a1a712525b2e',\n",
       "      'chatted': False,\n",
       "      'imId': 'f8e487f9c2ce7cab62cb88e0a323364d',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '唐女士',\n",
       "      'recruiterTitle': '猎头顾问',\n",
       "      'recruiterPhoto': '60eff8fa72adae59b22441f602u.png'}},\n",
       "    {'comp': {'compName': '文峰荟(广州)企业管理有限公司',\n",
       "      'compIndustry': '电子商务',\n",
       "      'compId': 13297665,\n",
       "      'compLogo': '634f899ab0584d35822417cb06u.png',\n",
       "      'compScale': '500-999人',\n",
       "      'link': 'https://www.liepin.com/company/13297665/'},\n",
       "     'dataInfo': '%7B%22as_from%22%3A%22search_prime%22%2C%22jobId%22%3A%2256142583%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22jobKind%22%3A%222%22%2C%22ckId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22wybibtz1aiszbjmi04npybw27lwjrig9%22%2C%22fkId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%7D',\n",
       "     'dataParams': '{\"jobId\":\"56142583\",\"userId\":\"e36552938188a1aad74c93eafadb8eb7\",\"jobKind\":\"2\",\"imId\":\"ae28de7e05e365ec4905a3841e4dc3ea\",\"imUserType\":\"2\",\"recruiterName\":\"王女士\",\"recruiterPhoto\":\"5f8f9865ea60860b75384fa508u.jpg\"}',\n",
       "     'job': {'labels': ['跨境电商', 'to C', 'ERP系统', '数据分析', '供应链产品'],\n",
       "      'title': '产品经理',\n",
       "      'topJob': False,\n",
       "      'jobId': '56142583',\n",
       "      'refreshTime': '20230419144914',\n",
       "      'jobKind': '2',\n",
       "      'salary': '20-30k',\n",
       "      'dq': '广州-越秀区',\n",
       "      'advViewFlag': False,\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=37&skId=wybibtz1aiszbjmi04npybw27lwjrig9&fkId=3b29iuddljqf59cydxyrva195gws0t99&ckId=3b29iuddljqf59cydxyrva195gws0t99&sfrom=search_job_pc&curPage=0&pageSize=40&index=37',\n",
       "      'link': 'https://www.liepin.com/job/1956142583.shtml',\n",
       "      'requireEduLevel': '统招本科',\n",
       "      'requireWorkYears': '1-3年'},\n",
       "     'recruiter': {'recruiterId': 'e36552938188a1aad74c93eafadb8eb7',\n",
       "      'chatted': False,\n",
       "      'imId': 'ae28de7e05e365ec4905a3841e4dc3ea',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '王女士',\n",
       "      'recruiterTitle': '人事专员',\n",
       "      'recruiterPhoto': '5f8f9865ea60860b75384fa508u.jpg'}},\n",
       "    {'comp': {'compName': '先正达(中国)投资有限公司',\n",
       "      'compIndustry': '农/林/牧/渔',\n",
       "      'compId': 8929680,\n",
       "      'compLogo': '5bfea26774719d2aa34c583003a.png',\n",
       "      'compScale': '2000-5000人',\n",
       "      'link': 'https://www.liepin.com/company/8929680/'},\n",
       "     'dataInfo': '%7B%22as_from%22%3A%22search_prime%22%2C%22jobId%22%3A%2255890723%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22jobKind%22%3A%222%22%2C%22ckId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22wybibtz1aiszbjmi04npybw27lwjrig9%22%2C%22fkId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%7D',\n",
       "     'dataParams': '{\"jobId\":\"55890723\",\"userId\":\"0b0c90adf9dba7db1c365306d4cf4761\",\"jobKind\":\"2\",\"imId\":\"8efd3436fa841834351ff05530f680dd\",\"imUserType\":\"2\",\"recruiterName\":\"刘女士\",\"recruiterPhoto\":\"5f8f9866dfb13a7dee342f1808u.jpg\"}',\n",
       "     'job': {'labels': ['产品经理', '水稻产品'],\n",
       "      'title': '水稻产品经理',\n",
       "      'topJob': False,\n",
       "      'jobId': '55890723',\n",
       "      'refreshTime': '20230207162923',\n",
       "      'jobKind': '2',\n",
       "      'salary': '10-20k',\n",
       "      'dq': '广州-天河区',\n",
       "      'advViewFlag': False,\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=38&skId=wybibtz1aiszbjmi04npybw27lwjrig9&fkId=3b29iuddljqf59cydxyrva195gws0t99&ckId=3b29iuddljqf59cydxyrva195gws0t99&sfrom=search_job_pc&curPage=0&pageSize=40&index=38',\n",
       "      'link': 'https://www.liepin.com/job/1955890723.shtml',\n",
       "      'requireEduLevel': '统招本科',\n",
       "      'requireWorkYears': '1-3年'},\n",
       "     'recruiter': {'recruiterId': '0b0c90adf9dba7db1c365306d4cf4761',\n",
       "      'chatted': False,\n",
       "      'imId': '8efd3436fa841834351ff05530f680dd',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '刘女士',\n",
       "      'recruiterTitle': 'Senior Recruiter/HRBP',\n",
       "      'recruiterPhoto': '5f8f9866dfb13a7dee342f1808u.jpg'}},\n",
       "    {'comp': {'compName': '广州融山信息科技有限公司',\n",
       "      'compIndustry': '计算机软件',\n",
       "      'compId': 10212685,\n",
       "      'compLogo': '5e68860937483e328d549b2907u.jpg',\n",
       "      'compScale': '100-499人',\n",
       "      'link': 'https://www.liepin.com/company/10212685/'},\n",
       "     'dataInfo': '%7B%22as_from%22%3A%22search_prime%22%2C%22jobId%22%3A%2252633051%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22jobKind%22%3A%222%22%2C%22ckId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22scene%22%3A%22condition%22%2C%22skId%22%3A%22wybibtz1aiszbjmi04npybw27lwjrig9%22%2C%22fkId%22%3A%223b29iuddljqf59cydxyrva195gws0t99%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22d_curPage%22%3A%220%22%2C%22d_pageSize%22%3A%2240%22%7D',\n",
       "     'dataParams': '{\"jobId\":\"52633051\",\"userId\":\"23e6192b5acc98d4a62a677bdaeb001c\",\"jobKind\":\"2\",\"imId\":\"914c35ca551eeb8c6bc971ec2e264ed1\",\"imUserType\":\"2\",\"recruiterName\":\"徐先生\",\"recruiterPhoto\":\"5f8f9868f6d1ab58476f24a008u.jpg\"}',\n",
       "     'job': {'labels': ['金融产品', '基金产品', '金融行业'],\n",
       "      'title': '产品经理',\n",
       "      'topJob': False,\n",
       "      'jobId': '52633051',\n",
       "      'refreshTime': '20220920181230',\n",
       "      'jobKind': '2',\n",
       "      'salary': '15-25k·13薪',\n",
       "      'dq': '广州',\n",
       "      'advViewFlag': False,\n",
       "      'pcOuterLink': '',\n",
       "      'h5OuterLink': '',\n",
       "      'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=39&skId=wybibtz1aiszbjmi04npybw27lwjrig9&fkId=3b29iuddljqf59cydxyrva195gws0t99&ckId=3b29iuddljqf59cydxyrva195gws0t99&sfrom=search_job_pc&curPage=0&pageSize=40&index=39',\n",
       "      'link': 'https://www.liepin.com/job/1952633051.shtml',\n",
       "      'requireEduLevel': '本科',\n",
       "      'requireWorkYears': '1-3年'},\n",
       "     'recruiter': {'recruiterId': '23e6192b5acc98d4a62a677bdaeb001c',\n",
       "      'chatted': False,\n",
       "      'imId': '914c35ca551eeb8c6bc971ec2e264ed1',\n",
       "      'imUserType': '2',\n",
       "      'recruiterName': '徐先生',\n",
       "      'recruiterTitle': '招聘经理/主管',\n",
       "      'recruiterPhoto': '5f8f9868f6d1ab58476f24a008u.jpg'}}]},\n",
       "  'pagination': {'totalPage': 10,\n",
       "   'pageSize': 40,\n",
       "   'currentPage': 0,\n",
       "   'hasNext': False,\n",
       "   'totalCounts': 801},\n",
       "  'passThroughData': {'ckId': '3b29iuddljqf59cydxyrva195gws0t99',\n",
       "   'scene': 'condition',\n",
       "   'skId': 'wybibtz1aiszbjmi04npybw27lwjrig9',\n",
       "   'fkId': '3b29iuddljqf59cydxyrva195gws0t99',\n",
       "   'sfrom': 'search_job_pc'}}}"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data_liepin = r.json()\n",
    "data_liepin"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "4deb0245",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "a4dfaa54",
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "261dca6a",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>dataInfo</th>\n",
       "      <th>dataParams</th>\n",
       "      <th>comp.compName</th>\n",
       "      <th>comp.compIndustry</th>\n",
       "      <th>comp.compId</th>\n",
       "      <th>comp.compLogo</th>\n",
       "      <th>comp.compScale</th>\n",
       "      <th>comp.link</th>\n",
       "      <th>job.labels</th>\n",
       "      <th>job.title</th>\n",
       "      <th>...</th>\n",
       "      <th>job.requireEduLevel</th>\n",
       "      <th>job.requireWorkYears</th>\n",
       "      <th>recruiter.recruiterId</th>\n",
       "      <th>recruiter.chatted</th>\n",
       "      <th>recruiter.imId</th>\n",
       "      <th>recruiter.imUserType</th>\n",
       "      <th>recruiter.recruiterName</th>\n",
       "      <th>recruiter.recruiterTitle</th>\n",
       "      <th>recruiter.recruiterPhoto</th>\n",
       "      <th>comp.compStage</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>%7B%22as_from%22%3A%22search_prime%22%2C%22job...</td>\n",
       "      <td>{\"jobId\":\"57816811\",\"userId\":\"c8d145acb0a3162c...</td>\n",
       "      <td>京邦集团</td>\n",
       "      <td>电子/半导体/集成电路</td>\n",
       "      <td>9730786.0</td>\n",
       "      <td>6260c4f2d16c9b55d258a16501u.png</td>\n",
       "      <td>100-499人</td>\n",
       "      <td>https://www.liepin.com/company/9730786/</td>\n",
       "      <td>[供应链产品, 数据分析]</td>\n",
       "      <td>产品经理助理</td>\n",
       "      <td>...</td>\n",
       "      <td>大专</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>c8d145acb0a3162c59941f318d428c38</td>\n",
       "      <td>False</td>\n",
       "      <td>5fdfb4259befbf07160bef405ccde8ba</td>\n",
       "      <td>2</td>\n",
       "      <td>杜先生</td>\n",
       "      <td></td>\n",
       "      <td>5f8f986aea60860b75384fab08u.jpg</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>%7B%22as_from%22%3A%22search_prime%22%2C%22job...</td>\n",
       "      <td>{\"jobId\":\"57784639\",\"userId\":\"f51c1d2e9c63ee70...</td>\n",
       "      <td>3M中国</td>\n",
       "      <td>化工</td>\n",
       "      <td>7864451.0</td>\n",
       "      <td>5bfe910574719d35745abfa303a.png</td>\n",
       "      <td>10000人以上</td>\n",
       "      <td>https://www.liepin.com/company/7864451/</td>\n",
       "      <td>[牙齿正畸]</td>\n",
       "      <td>客户经理--齿科正畸产品</td>\n",
       "      <td>...</td>\n",
       "      <td>统招本科</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>f51c1d2e9c63ee702eb20f824463cbc5</td>\n",
       "      <td>False</td>\n",
       "      <td>7bcd6f67675b9b1f6042c177f0a1d2b1</td>\n",
       "      <td>2</td>\n",
       "      <td>徐女士</td>\n",
       "      <td>recruiting manager</td>\n",
       "      <td>5d639dabd0718579c6ce8cec04u.jpg</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>%7B%22as_from%22%3A%22search_prime%22%2C%22job...</td>\n",
       "      <td>{\"jobId\":\"57157157\",\"userId\":\"22ab2b1a88769c32...</td>\n",
       "      <td>康方生物</td>\n",
       "      <td>制药</td>\n",
       "      <td>8275623.0</td>\n",
       "      <td>5bfe916674719d35745ad29703a.png</td>\n",
       "      <td>2000-5000人</td>\n",
       "      <td>https://www.liepin.com/company/8275623/</td>\n",
       "      <td>[泌尿外科]</td>\n",
       "      <td>医药产品经理</td>\n",
       "      <td>...</td>\n",
       "      <td>硕士</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>22ab2b1a88769c3259935c280d474240</td>\n",
       "      <td>False</td>\n",
       "      <td>d4cc4bca17cae276aefc9b4a2bd8879c</td>\n",
       "      <td>2</td>\n",
       "      <td>刘先生</td>\n",
       "      <td>高级医学信息沟通专员</td>\n",
       "      <td>5f8f986aea60860b75384fab08u.jpg</td>\n",
       "      <td>港股上市</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>%7B%22as_from%22%3A%22search_prime%22%2C%22job...</td>\n",
       "      <td>{\"jobId\":\"45177357\",\"userId\":\"47227c6fbfcd9526...</td>\n",
       "      <td>某国内大型快消品公司</td>\n",
       "      <td>日化</td>\n",
       "      <td>NaN</td>\n",
       "      <td>60e2fe0bf3df194a3c48adb502u.png</td>\n",
       "      <td>2000-5000人</td>\n",
       "      <td></td>\n",
       "      <td>[市场营销, 产品管理, 产品开发]</td>\n",
       "      <td>Product Manager</td>\n",
       "      <td>...</td>\n",
       "      <td>本科及以上</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>47227c6fbfcd952686963be95b15422d</td>\n",
       "      <td>False</td>\n",
       "      <td>9cfdabc8878349689809d03804875792</td>\n",
       "      <td>2</td>\n",
       "      <td>孙女士</td>\n",
       "      <td>猎头顾问</td>\n",
       "      <td>6321be3095ee1c04143439eb01u.jpeg</td>\n",
       "      <td>融资未公开</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>%7B%22as_from%22%3A%22search_prime%22%2C%22job...</td>\n",
       "      <td>{\"jobId\":\"40053971\",\"userId\":\"1590a7fa7a4c122c...</td>\n",
       "      <td>江苏知原药业股份有限公司</td>\n",
       "      <td>制药</td>\n",
       "      <td>12568645.0</td>\n",
       "      <td>604f14de52c864553c987f2203u.png</td>\n",
       "      <td>100-499人</td>\n",
       "      <td>https://www.liepin.com/company/12568645/</td>\n",
       "      <td>[数据分析]</td>\n",
       "      <td>助理产品经理</td>\n",
       "      <td>...</td>\n",
       "      <td>本科</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>1590a7fa7a4c122cc9faa5f1f002919b</td>\n",
       "      <td>False</td>\n",
       "      <td>529552300bc2bc6e160bef405ccde8ba</td>\n",
       "      <td>2</td>\n",
       "      <td>徐女士</td>\n",
       "      <td>招聘经理</td>\n",
       "      <td>5f8f9865ea60860b75384fa508u.jpg</td>\n",
       "      <td>D轮</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>%7B%22as_from%22%3A%22search_prime%22%2C%22job...</td>\n",
       "      <td>{\"jobId\":\"57565197\",\"userId\":\"957da5d54f0e05cf...</td>\n",
       "      <td>广州越秀金融控股集团有限公司</td>\n",
       "      <td>基金/证券/期货</td>\n",
       "      <td>8136395.0</td>\n",
       "      <td>61b07937d0458d53c627567e02u.jpg</td>\n",
       "      <td>100-499人</td>\n",
       "      <td>https://www.liepin.com/company/8136395/</td>\n",
       "      <td>[金融产品, 商业产品, IT互联网, 金融行业, 产品优化, 产品设计]</td>\n",
       "      <td>数字化产品经理岗</td>\n",
       "      <td>...</td>\n",
       "      <td>硕士</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>957da5d54f0e05cf25285db46809d2f1</td>\n",
       "      <td>False</td>\n",
       "      <td>4acca2cffc6204f40e33f8ac54fbf39e</td>\n",
       "      <td>2</td>\n",
       "      <td>方女士</td>\n",
       "      <td>高级人力资源经理</td>\n",
       "      <td>5f8f9865ea60860b75384fa508u.jpg</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>%7B%22as_from%22%3A%22search_prime%22%2C%22job...</td>\n",
       "      <td>{\"jobId\":\"57310499\",\"userId\":\"42d729da7b77447d...</td>\n",
       "      <td>态创生物</td>\n",
       "      <td>生物技术</td>\n",
       "      <td>13113895.0</td>\n",
       "      <td>61b07937d0458d53c627567e02u.jpg</td>\n",
       "      <td>100-499人</td>\n",
       "      <td>https://www.liepin.com/company/13113895/</td>\n",
       "      <td>[生物科技]</td>\n",
       "      <td>产品经理</td>\n",
       "      <td>...</td>\n",
       "      <td>统招本科</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>42d729da7b77447d94ee8f73bffdc0cd</td>\n",
       "      <td>False</td>\n",
       "      <td>f7db13688dbb016edf514c63e89fb1b8</td>\n",
       "      <td>2</td>\n",
       "      <td>谭先生</td>\n",
       "      <td>招聘专员</td>\n",
       "      <td>6423908b3bc4c916d465997108u.png</td>\n",
       "      <td>A轮</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>%7B%22as_from%22%3A%22search_prime%22%2C%22job...</td>\n",
       "      <td>{\"jobId\":\"44668403\",\"userId\":\"0dfca8bd388cf67f...</td>\n",
       "      <td>某广州电子商务公司</td>\n",
       "      <td>电子商务</td>\n",
       "      <td>NaN</td>\n",
       "      <td>60e2fe0bf3df194a3c48adb502u.png</td>\n",
       "      <td>100-499人</td>\n",
       "      <td></td>\n",
       "      <td>[工具产品]</td>\n",
       "      <td>家居-产品经理</td>\n",
       "      <td>...</td>\n",
       "      <td>本科及以上</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>0dfca8bd388cf67f1995baa6429364e4</td>\n",
       "      <td>False</td>\n",
       "      <td>42164ef1272ab5736e8893c9219f7e03</td>\n",
       "      <td>2</td>\n",
       "      <td>张女士</td>\n",
       "      <td>猎头顾问</td>\n",
       "      <td>6408280fb792580455b2e08001u.png</td>\n",
       "      <td>其他</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>%7B%22as_from%22%3A%22search_prime%22%2C%22job...</td>\n",
       "      <td>{\"jobId\":\"57485259\",\"userId\":\"3fcd2f12b166bad5...</td>\n",
       "      <td>租租车</td>\n",
       "      <td>互联网</td>\n",
       "      <td>8082331.0</td>\n",
       "      <td>59b6035970324a7f8c9d651306a.jpg</td>\n",
       "      <td>1000-2000人</td>\n",
       "      <td>https://www.liepin.com/company/8082331/</td>\n",
       "      <td>[旅游产品, to C, OTA, 英文]</td>\n",
       "      <td>产品经理（海外业务）</td>\n",
       "      <td>...</td>\n",
       "      <td>本科</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>3fcd2f12b166bad5fdacd2bbba7fbaf4</td>\n",
       "      <td>False</td>\n",
       "      <td>771cd76556a28fdf9ccf3dc45f6d7696</td>\n",
       "      <td>2</td>\n",
       "      <td>梁女士</td>\n",
       "      <td>人力资源主管</td>\n",
       "      <td>5f8f9863f6d1ab58476f246a08u.jpg</td>\n",
       "      <td>D轮</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>%7B%22as_from%22%3A%22search_prime%22%2C%22job...</td>\n",
       "      <td>{\"jobId\":\"42213621\",\"userId\":\"cb4f864075f8397e...</td>\n",
       "      <td>一品红</td>\n",
       "      <td>制药</td>\n",
       "      <td>8788514.0</td>\n",
       "      <td>60f0012c66b5e17b60aa022905u.png</td>\n",
       "      <td>500-999人</td>\n",
       "      <td>https://www.liepin.com/company/8788514/</td>\n",
       "      <td>[产品规划]</td>\n",
       "      <td>助理产品经理</td>\n",
       "      <td>...</td>\n",
       "      <td>本科</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>cb4f864075f8397e2ebcc61831f46d45</td>\n",
       "      <td>False</td>\n",
       "      <td>883cd419b3e5fda8befa578784e31c32</td>\n",
       "      <td>2</td>\n",
       "      <td>庞先生</td>\n",
       "      <td>招聘经理</td>\n",
       "      <td>5f8f986bdfb13a7dee342f2108u.jpg</td>\n",
       "      <td>沪深A股上市</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>%7B%22as_from%22%3A%22search_prime%22%2C%22job...</td>\n",
       "      <td>{\"jobId\":\"44668045\",\"userId\":\"0dfca8bd388cf67f...</td>\n",
       "      <td>某广州电子商务公司</td>\n",
       "      <td>电子商务</td>\n",
       "      <td>NaN</td>\n",
       "      <td>60e2fe0bf3df194a3c48adb502u.png</td>\n",
       "      <td>100-499人</td>\n",
       "      <td></td>\n",
       "      <td>[工具产品]</td>\n",
       "      <td>照明-产品经理</td>\n",
       "      <td>...</td>\n",
       "      <td>本科及以上</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>0dfca8bd388cf67f1995baa6429364e4</td>\n",
       "      <td>False</td>\n",
       "      <td>42164ef1272ab5736e8893c9219f7e03</td>\n",
       "      <td>2</td>\n",
       "      <td>张女士</td>\n",
       "      <td>猎头顾问</td>\n",
       "      <td>6408280fb792580455b2e08001u.png</td>\n",
       "      <td>其他</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>%7B%22as_from%22%3A%22search_prime%22%2C%22job...</td>\n",
       "      <td>{\"jobId\":\"44668245\",\"userId\":\"0dfca8bd388cf67f...</td>\n",
       "      <td>某广州电子商务公司</td>\n",
       "      <td>电子商务</td>\n",
       "      <td>NaN</td>\n",
       "      <td>60e2fe0bf3df194a3c48adb502u.png</td>\n",
       "      <td>100-499人</td>\n",
       "      <td></td>\n",
       "      <td>[工具产品]</td>\n",
       "      <td>充电-产品经理</td>\n",
       "      <td>...</td>\n",
       "      <td>学历不限</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>0dfca8bd388cf67f1995baa6429364e4</td>\n",
       "      <td>False</td>\n",
       "      <td>42164ef1272ab5736e8893c9219f7e03</td>\n",
       "      <td>2</td>\n",
       "      <td>张女士</td>\n",
       "      <td>猎头顾问</td>\n",
       "      <td>6408280fb792580455b2e08001u.png</td>\n",
       "      <td>其他</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>%7B%22as_from%22%3A%22search_prime%22%2C%22job...</td>\n",
       "      <td>{\"jobId\":\"43004537\",\"userId\":\"2811825ea5bfeb82...</td>\n",
       "      <td>某广州大型互联网公司</td>\n",
       "      <td>互联网</td>\n",
       "      <td>NaN</td>\n",
       "      <td>60e2fe0bf3df194a3c48adb502u.png</td>\n",
       "      <td>1000-2000人</td>\n",
       "      <td></td>\n",
       "      <td>[NFC, 一卡通]</td>\n",
       "      <td>产品经理</td>\n",
       "      <td>...</td>\n",
       "      <td>统招本科</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>2811825ea5bfeb820b7c63a6104db6fb</td>\n",
       "      <td>False</td>\n",
       "      <td>c19a3d02ddef3222e70dc0cfcb4da503</td>\n",
       "      <td>2</td>\n",
       "      <td>秦先生</td>\n",
       "      <td>猎头顾问</td>\n",
       "      <td>625e156c9acaf0067ad22cbb08u.jpg</td>\n",
       "      <td>融资未公开</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>%7B%22as_from%22%3A%22search_prime%22%2C%22job...</td>\n",
       "      <td>{\"jobId\":\"46355485\",\"userId\":\"1cb765d37bd0684e...</td>\n",
       "      <td>广州天迅网络科技有限公司</td>\n",
       "      <td>计算机软件</td>\n",
       "      <td>9257569.0</td>\n",
       "      <td>5bfea0bd74719d2aa34c05b003a.png</td>\n",
       "      <td>100-499人</td>\n",
       "      <td>https://www.liepin.com/company/9257569/</td>\n",
       "      <td>[工具产品, IT互联网, 产品设计, 原型设计, 产品规划, 用户研究]</td>\n",
       "      <td>产品经理</td>\n",
       "      <td>...</td>\n",
       "      <td>大专</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>1cb765d37bd0684eff1ae1f928339e0b</td>\n",
       "      <td>False</td>\n",
       "      <td>612d2e8328d1f75dfdb07c5a03f49b8b</td>\n",
       "      <td>2</td>\n",
       "      <td>陈女士</td>\n",
       "      <td>人力资源负责人</td>\n",
       "      <td>5f8f9863f6d1ab58476f246a08u.jpg</td>\n",
       "      <td>融资未公开</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>%7B%22as_from%22%3A%22search_prime%22%2C%22job...</td>\n",
       "      <td>{\"jobId\":\"56099491\",\"userId\":\"93dd604f1509212f...</td>\n",
       "      <td>广东森宝文化实业有限公司</td>\n",
       "      <td>工艺品</td>\n",
       "      <td>13001749.0</td>\n",
       "      <td>61a5bb22f96ca95918aa2e9206u.png</td>\n",
       "      <td>1000-2000人</td>\n",
       "      <td>https://www.liepin.com/company/13001749/</td>\n",
       "      <td>[需求挖掘, 团队管理, 需求调研, 项目管理, 跨部门沟通, 项目开发]</td>\n",
       "      <td>产品经理</td>\n",
       "      <td>...</td>\n",
       "      <td>本科</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>93dd604f1509212fa3eb4df9e13b6d62</td>\n",
       "      <td>False</td>\n",
       "      <td>4dd9c611f28fb31268c56fcc9b2af6cb</td>\n",
       "      <td>2</td>\n",
       "      <td>黄女士</td>\n",
       "      <td>人力行政实习生</td>\n",
       "      <td>63ec2b240a1ead27bd40dc1505u.png</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>%7B%22as_from%22%3A%22search_prime%22%2C%22job...</td>\n",
       "      <td>{\"jobId\":\"48652943\",\"userId\":\"ba92c288ac646d99...</td>\n",
       "      <td>广州乐牛游戏</td>\n",
       "      <td>游戏</td>\n",
       "      <td>8166526.0</td>\n",
       "      <td>624a9b1378302f2c469582d607u.png</td>\n",
       "      <td>500-999人</td>\n",
       "      <td>https://www.liepin.com/company/8166526/</td>\n",
       "      <td>[广告产品, 广告行业, 游戏行业, 计算机软件, 产品设计, 流程设计, 数据分析, 团队管理]</td>\n",
       "      <td>产品经理</td>\n",
       "      <td>...</td>\n",
       "      <td>统招本科</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>ba92c288ac646d9975818ed14bd0d05e</td>\n",
       "      <td>False</td>\n",
       "      <td>7d9de10d9f7b0a9c9941166e65ebdb6f</td>\n",
       "      <td>2</td>\n",
       "      <td>文饶</td>\n",
       "      <td>招聘专员</td>\n",
       "      <td>5f8f986c79c7cc70efbf36c808u.jpg</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>%7B%22as_from%22%3A%22search_prime%22%2C%22job...</td>\n",
       "      <td>{\"jobId\":\"44296619\",\"userId\":\"1f85cb9fa2d342de...</td>\n",
       "      <td>某广州医疗设备上市公司</td>\n",
       "      <td>医疗器械</td>\n",
       "      <td>NaN</td>\n",
       "      <td>60e2fe0bf3df194a3c48adb502u.png</td>\n",
       "      <td>500-999人</td>\n",
       "      <td></td>\n",
       "      <td>[]</td>\n",
       "      <td>心血管产品线总经理</td>\n",
       "      <td>...</td>\n",
       "      <td>硕士及以上</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>1f85cb9fa2d342ded02e1a3cb9420619</td>\n",
       "      <td>False</td>\n",
       "      <td>aff648644d2a1229fa1c74c9d557610b</td>\n",
       "      <td>2</td>\n",
       "      <td>王女士</td>\n",
       "      <td>猎头顾问</td>\n",
       "      <td>6246e8b3bc8c77795d23422d03u.png</td>\n",
       "      <td>已上市</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>%7B%22as_from%22%3A%22search_prime%22%2C%22job...</td>\n",
       "      <td>{\"jobId\":\"45039771\",\"userId\":\"565849ded1b9b95e...</td>\n",
       "      <td>某大型知名家具/家居公司</td>\n",
       "      <td>家具/家居</td>\n",
       "      <td>NaN</td>\n",
       "      <td>60e2fe0bf3df194a3c48adb502u.png</td>\n",
       "      <td>10000人以上</td>\n",
       "      <td></td>\n",
       "      <td>[产品经理, MCS系统, B2B报价系统]</td>\n",
       "      <td>产品经理</td>\n",
       "      <td>...</td>\n",
       "      <td>本科及以上</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>565849ded1b9b95e377539f79c05e41c</td>\n",
       "      <td>False</td>\n",
       "      <td>9f14288df001c0c215bfaefec8d20490</td>\n",
       "      <td>2</td>\n",
       "      <td>王女士</td>\n",
       "      <td>猎头顾问</td>\n",
       "      <td>5d541bac4ebeb1284dfb924f06u.jpg</td>\n",
       "      <td>已上市</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>%7B%22as_from%22%3A%22search_prime%22%2C%22job...</td>\n",
       "      <td>{\"jobId\":\"46557423\",\"userId\":\"a2d2354bf657634e...</td>\n",
       "      <td>爆米科技</td>\n",
       "      <td>电子商务</td>\n",
       "      <td>10239197.0</td>\n",
       "      <td>60646aae992c4240ea9983b905u.png</td>\n",
       "      <td>500-999人</td>\n",
       "      <td>https://www.liepin.com/company/10239197/</td>\n",
       "      <td>[电子商务, 家具设计, 产品规划, 欧美风格, 轻奢风格, 实木家具, 板木家具, 软体家具]</td>\n",
       "      <td>家具产品经理</td>\n",
       "      <td>...</td>\n",
       "      <td>本科</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>a2d2354bf657634e4912f8ab59d2cc03</td>\n",
       "      <td>False</td>\n",
       "      <td>b9f180babb88d8c1d6a9d1214a39013b</td>\n",
       "      <td>2</td>\n",
       "      <td>梁女士</td>\n",
       "      <td>hrbp</td>\n",
       "      <td>5f8f9863f6d1ab58476f246a08u.jpg</td>\n",
       "      <td>B轮</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>%7B%22as_from%22%3A%22search_prime%22%2C%22job...</td>\n",
       "      <td>{\"jobId\":\"44638211\",\"userId\":\"d065b1daa7bcb84a...</td>\n",
       "      <td>亮健集团</td>\n",
       "      <td>电子商务</td>\n",
       "      <td>8947527.0</td>\n",
       "      <td>5fd9ac8a1721db2a11d6bfe501u.png</td>\n",
       "      <td>500-999人</td>\n",
       "      <td>https://www.liepin.com/company/8947527/</td>\n",
       "      <td>[产品设计, axure, visio, xmind, erp, 需求分析]</td>\n",
       "      <td>产品经理</td>\n",
       "      <td>...</td>\n",
       "      <td>大专</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>d065b1daa7bcb84ae6c40ac9e0b1d9fc</td>\n",
       "      <td>False</td>\n",
       "      <td>a7c1274d81ffbd5c8fa263ed17de85b1</td>\n",
       "      <td>2</td>\n",
       "      <td>李女士</td>\n",
       "      <td>招聘专员</td>\n",
       "      <td>5f8f98648dbe6273dcf8515508u.jpg</td>\n",
       "      <td>战略投资</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>%7B%22as_from%22%3A%22search_prime%22%2C%22job...</td>\n",
       "      <td>{\"jobId\":\"41293593\",\"userId\":\"41a7ab5db2267b7a...</td>\n",
       "      <td>卓术信息</td>\n",
       "      <td>科技金融</td>\n",
       "      <td>9249321.0</td>\n",
       "      <td>60f919edecacff0bd07ea1c308u.jpg</td>\n",
       "      <td>50-99人</td>\n",
       "      <td>https://www.liepin.com/company/9249321/</td>\n",
       "      <td>[数据分析]</td>\n",
       "      <td>产品经理</td>\n",
       "      <td>...</td>\n",
       "      <td>本科</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>41a7ab5db2267b7a7086e5281ecdcd6d</td>\n",
       "      <td>False</td>\n",
       "      <td>abdc4a6288cb408c67afc08fad36a30d</td>\n",
       "      <td>2</td>\n",
       "      <td>陈女士</td>\n",
       "      <td>广州卓术信息科技有限公司</td>\n",
       "      <td>5f8f986779c7cc70efbf36c008u.jpg</td>\n",
       "      <td>融资未公开</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>%7B%22as_from%22%3A%22search_prime%22%2C%22job...</td>\n",
       "      <td>{\"jobId\":\"55540905\",\"userId\":\"626782c0f12b3069...</td>\n",
       "      <td>至真信息</td>\n",
       "      <td>互联网</td>\n",
       "      <td>8835306.0</td>\n",
       "      <td>5de9b7cf276e4871f4155d2a08u.jpg</td>\n",
       "      <td>100-499人</td>\n",
       "      <td>https://www.liepin.com/company/8835306/</td>\n",
       "      <td>[工具产品, 移动端产品]</td>\n",
       "      <td>产品经理（工具产品）</td>\n",
       "      <td>...</td>\n",
       "      <td>本科</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>626782c0f12b3069230926edcca89924</td>\n",
       "      <td>False</td>\n",
       "      <td>419e123d9f6bdaed6dadb487287a091a</td>\n",
       "      <td>2</td>\n",
       "      <td>康女士</td>\n",
       "      <td>招聘</td>\n",
       "      <td>5de9b8bfcd52473b94f2fba308u.jpg</td>\n",
       "      <td>A轮</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>%7B%22as_from%22%3A%22search_prime%22%2C%22job...</td>\n",
       "      <td>{\"jobId\":\"41342655\",\"userId\":\"0042dacfb48178e9...</td>\n",
       "      <td>广州乐牛游戏</td>\n",
       "      <td>游戏</td>\n",
       "      <td>8166526.0</td>\n",
       "      <td>624a9b1378302f2c469582d607u.png</td>\n",
       "      <td>500-999人</td>\n",
       "      <td>https://www.liepin.com/company/8166526/</td>\n",
       "      <td>[]</td>\n",
       "      <td>产品经理（金融类产品）</td>\n",
       "      <td>...</td>\n",
       "      <td>本科</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>0042dacfb48178e98761eb2ffb64e351</td>\n",
       "      <td>False</td>\n",
       "      <td>03e8d37d540f7aacac365a663ca833da</td>\n",
       "      <td>2</td>\n",
       "      <td>吴女士</td>\n",
       "      <td>HR</td>\n",
       "      <td>5f8f9866dfb13a7dee342f1808u.jpg</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>%7B%22as_from%22%3A%22search_prime%22%2C%22job...</td>\n",
       "      <td>{\"jobId\":\"54094527\",\"userId\":\"bfc28207e2f11798...</td>\n",
       "      <td>广州奥昆食品有限公司</td>\n",
       "      <td>食品/饮料/酒水</td>\n",
       "      <td>13103111.0</td>\n",
       "      <td>61b07937d0458d53c627567e02u.jpg</td>\n",
       "      <td>1000-2000人</td>\n",
       "      <td>https://www.liepin.com/company/13103111/</td>\n",
       "      <td>[]</td>\n",
       "      <td>产品经理（快消品）</td>\n",
       "      <td>...</td>\n",
       "      <td>本科</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>bfc28207e2f1179886f470d24295fcbf</td>\n",
       "      <td>False</td>\n",
       "      <td>207c380fb07ddad3e7b657921b02bb93</td>\n",
       "      <td>2</td>\n",
       "      <td>林女士</td>\n",
       "      <td></td>\n",
       "      <td>5f8f9866dfb13a7dee342f1808u.jpg</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>%7B%22as_from%22%3A%22search_prime%22%2C%22job...</td>\n",
       "      <td>{\"jobId\":\"56928029\",\"userId\":\"08e4b7710d87386c...</td>\n",
       "      <td>广东亿迅科技有限公司</td>\n",
       "      <td>计算机软件</td>\n",
       "      <td>552933.0</td>\n",
       "      <td>5bfea2fc74719d2aa34c73fb03a.png</td>\n",
       "      <td>2000-5000人</td>\n",
       "      <td>https://www.liepin.com/company/552933/</td>\n",
       "      <td>[云网编排, 电信]</td>\n",
       "      <td>产品经理</td>\n",
       "      <td>...</td>\n",
       "      <td>本科</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>08e4b7710d87386c452b3baea68b57ec</td>\n",
       "      <td>False</td>\n",
       "      <td>69dd5aa7404662acbf1edd1f3249a09c</td>\n",
       "      <td>2</td>\n",
       "      <td>张女士</td>\n",
       "      <td>招聘管理</td>\n",
       "      <td>5f8f9863f6d1ab58476f246a08u.jpg</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>%7B%22as_from%22%3A%22search_prime%22%2C%22job...</td>\n",
       "      <td>{\"jobId\":\"44961783\",\"userId\":\"650041927c39da8d...</td>\n",
       "      <td>某上海大型专业服务公司</td>\n",
       "      <td>人力资源服务</td>\n",
       "      <td>NaN</td>\n",
       "      <td>60e2fe0bf3df194a3c48adb502u.png</td>\n",
       "      <td>10000人以上</td>\n",
       "      <td></td>\n",
       "      <td>[AI人工智能产品, 机器学习, 深度学习, 人工智能, 人工智能领域, AI, 算法/AI...</td>\n",
       "      <td>AI应用产品经理（广州总部）# 90M0115489</td>\n",
       "      <td>...</td>\n",
       "      <td>本科及以上</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>650041927c39da8d4d33c7d4c3febfb0</td>\n",
       "      <td>False</td>\n",
       "      <td>4599fb70152beed2e89ee1fba507436c</td>\n",
       "      <td>2</td>\n",
       "      <td>刘先生</td>\n",
       "      <td>猎头顾问</td>\n",
       "      <td>6307358dfcd8e70344dcd0aa02u.jpeg</td>\n",
       "      <td>不需要融资</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>%7B%22as_from%22%3A%22search_prime%22%2C%22job...</td>\n",
       "      <td>{\"jobId\":\"44316525\",\"userId\":\"d23bfd561d4618fd...</td>\n",
       "      <td>千里眼(广州)人工智能科技有限公司</td>\n",
       "      <td>人工智能</td>\n",
       "      <td>12155019.0</td>\n",
       "      <td>60d97ac1208b48306211569801u.png</td>\n",
       "      <td>50-99人</td>\n",
       "      <td>https://www.liepin.com/company/12155019/</td>\n",
       "      <td>[产品设计, 需求分析]</td>\n",
       "      <td>产品经理</td>\n",
       "      <td>...</td>\n",
       "      <td>本科</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>d23bfd561d4618fd321935c5956f05c6</td>\n",
       "      <td>False</td>\n",
       "      <td>fc94b91b540b7f07cde5ca55a88b4d39</td>\n",
       "      <td>2</td>\n",
       "      <td>朱女士</td>\n",
       "      <td>行政专员</td>\n",
       "      <td>5f8f9866dfb13a7dee342f1808u.jpg</td>\n",
       "      <td>A轮</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>%7B%22as_from%22%3A%22search_prime%22%2C%22job...</td>\n",
       "      <td>{\"jobId\":\"57547393\",\"userId\":\"a33efcbbbe8cac1f...</td>\n",
       "      <td>拱极生物医药(广州)有限公司</td>\n",
       "      <td>批发/零售</td>\n",
       "      <td>13493269.0</td>\n",
       "      <td>61b07937d0458d53c627567e02u.jpg</td>\n",
       "      <td>1-49人</td>\n",
       "      <td>https://www.liepin.com/company/13493269/</td>\n",
       "      <td>[医药行业销售, 市场调研分析, 产品推广]</td>\n",
       "      <td>助理产品经理/产品经理</td>\n",
       "      <td>...</td>\n",
       "      <td>统招本科</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>a33efcbbbe8cac1f4d75bfb2c3670f47</td>\n",
       "      <td>False</td>\n",
       "      <td>38182daa8f6bb89c16045c5c81f662c6</td>\n",
       "      <td>2</td>\n",
       "      <td>杨女士</td>\n",
       "      <td>人力资源</td>\n",
       "      <td>642e22d5690f674cbedabe8f08u.png</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>%7B%22as_from%22%3A%22search_prime%22%2C%22job...</td>\n",
       "      <td>{\"jobId\":\"56163467\",\"userId\":\"2b7f4d87edb76158...</td>\n",
       "      <td>一康医疗</td>\n",
       "      <td>医疗机构</td>\n",
       "      <td>3482038.0</td>\n",
       "      <td>5bfe8fc874719d35745a817203a.png</td>\n",
       "      <td>100-499人</td>\n",
       "      <td>https://www.liepin.com/company/3482038/</td>\n",
       "      <td>[康复医疗器械, 医疗器械]</td>\n",
       "      <td>医疗器械产品经理</td>\n",
       "      <td>...</td>\n",
       "      <td>本科</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>2b7f4d87edb761587300b5916378e16d</td>\n",
       "      <td>False</td>\n",
       "      <td>ba01035e7babf9fc97cd4b0530f9e3f9</td>\n",
       "      <td>2</td>\n",
       "      <td>王女士</td>\n",
       "      <td>人事经理</td>\n",
       "      <td>54d1e762712eb4f6b84c253101a.png</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>%7B%22as_from%22%3A%22search_prime%22%2C%22job...</td>\n",
       "      <td>{\"jobId\":\"56773475\",\"userId\":\"f3b6bdf2ce40fc5f...</td>\n",
       "      <td>浦发银行</td>\n",
       "      <td>银行</td>\n",
       "      <td>8790445.0</td>\n",
       "      <td>5bfea60174719d2aa34cf03003a.png</td>\n",
       "      <td>2000-5000人</td>\n",
       "      <td>https://www.liepin.com/company/8790445/</td>\n",
       "      <td>[]</td>\n",
       "      <td>代客代理中心产品经理岗（衍生品交易产品经理）</td>\n",
       "      <td>...</td>\n",
       "      <td>统招本科</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>f3b6bdf2ce40fc5ff3a020d01df02f01</td>\n",
       "      <td>False</td>\n",
       "      <td>a6ecbb8d620b5506c1bd2b3e9fec8144</td>\n",
       "      <td>2</td>\n",
       "      <td>陈女士</td>\n",
       "      <td>人力资源部</td>\n",
       "      <td>5f8f986779c7cc70efbf36c008u.jpg</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>%7B%22as_from%22%3A%22search_prime%22%2C%22job...</td>\n",
       "      <td>{\"jobId\":\"41290327\",\"userId\":\"3c7809eade2bdcbf...</td>\n",
       "      <td>数字广东</td>\n",
       "      <td>互联网</td>\n",
       "      <td>9541320.0</td>\n",
       "      <td>635f3558bc4bee6f5c71877b04u.png</td>\n",
       "      <td>2000-5000人</td>\n",
       "      <td>https://www.liepin.com/company/9541320/</td>\n",
       "      <td>[IT互联网, 用户研究, 市场调研]</td>\n",
       "      <td>高级产品经理-</td>\n",
       "      <td>...</td>\n",
       "      <td>本科</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>3c7809eade2bdcbf731b0e7b4e6639e3</td>\n",
       "      <td>False</td>\n",
       "      <td>a3f8d3fcd35211590eae969ce9a54d02</td>\n",
       "      <td>2</td>\n",
       "      <td>刘女士</td>\n",
       "      <td>招聘专员</td>\n",
       "      <td>5f8f98648dbe6273dcf8515508u.jpg</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>%7B%22as_from%22%3A%22search_prime%22%2C%22job...</td>\n",
       "      <td>{\"jobId\":\"57515707\",\"userId\":\"9224e21535a0770f...</td>\n",
       "      <td>广州智都投资控股集团有限公司</td>\n",
       "      <td>其他商务服务业</td>\n",
       "      <td>13183547.0</td>\n",
       "      <td>61b07937d0458d53c627567e02u.jpg</td>\n",
       "      <td>50-99人</td>\n",
       "      <td>https://www.liepin.com/company/13183547/</td>\n",
       "      <td>[]</td>\n",
       "      <td>广花融资担保公司（筹）产品经理</td>\n",
       "      <td>...</td>\n",
       "      <td>统招本科</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>9224e21535a0770f9d45710a02ad2182</td>\n",
       "      <td>False</td>\n",
       "      <td>2e2678cb5cd647bb7ea58b95d93937d7</td>\n",
       "      <td>2</td>\n",
       "      <td>齐女士</td>\n",
       "      <td>人力资源经理/主管</td>\n",
       "      <td>5f8f9865ea60860b75384fa508u.jpg</td>\n",
       "      <td>融资未公开</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>%7B%22as_from%22%3A%22search_prime%22%2C%22job...</td>\n",
       "      <td>{\"jobId\":\"52410465\",\"userId\":\"42a2c62bf934a3d9...</td>\n",
       "      <td>康方生物</td>\n",
       "      <td>制药</td>\n",
       "      <td>8275623.0</td>\n",
       "      <td>5bfe916674719d35745ad29703a.png</td>\n",
       "      <td>2000-5000人</td>\n",
       "      <td>https://www.liepin.com/company/8275623/</td>\n",
       "      <td>[]</td>\n",
       "      <td>产品经理(妇瘤领域）</td>\n",
       "      <td>...</td>\n",
       "      <td>统招本科</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>42a2c62bf934a3d99dabcf9dd14166d8</td>\n",
       "      <td>False</td>\n",
       "      <td>34bca69415136074d2e7a31c096a5fc3</td>\n",
       "      <td>2</td>\n",
       "      <td>邓女士</td>\n",
       "      <td>HR</td>\n",
       "      <td>5f8f9865ea60860b75384fa508u.jpg</td>\n",
       "      <td>港股上市</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>%7B%22as_from%22%3A%22search_prime%22%2C%22job...</td>\n",
       "      <td>{\"jobId\":\"57365497\",\"userId\":\"54cbd070baed9f4e...</td>\n",
       "      <td>广州交易所集团有限公司</td>\n",
       "      <td>基金/证券/期货</td>\n",
       "      <td>13126133.0</td>\n",
       "      <td>61b07937d0458d53c627567e02u.jpg</td>\n",
       "      <td>100-499人</td>\n",
       "      <td>https://www.liepin.com/company/13126133/</td>\n",
       "      <td>[交易产品, 供应链产品, 数据产品, 电商产品, to B, CRM系统, 采购, Saa...</td>\n",
       "      <td>产品经理岗（信息技术）</td>\n",
       "      <td>...</td>\n",
       "      <td>统招本科</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>54cbd070baed9f4ed723ded599efb12c</td>\n",
       "      <td>False</td>\n",
       "      <td>a2afe536821a6213835da8f121f93219</td>\n",
       "      <td>2</td>\n",
       "      <td>陈女士</td>\n",
       "      <td></td>\n",
       "      <td>5f8f9865ea60860b75384fa508u.jpg</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>%7B%22as_from%22%3A%22search_prime%22%2C%22job...</td>\n",
       "      <td>{\"jobId\":\"57700793\",\"userId\":\"d240723b0e912c83...</td>\n",
       "      <td>广电运通金融电子</td>\n",
       "      <td>计算机软件</td>\n",
       "      <td>8547388.0</td>\n",
       "      <td>6242b195ca47ff43908033f907u.png</td>\n",
       "      <td>10000人以上</td>\n",
       "      <td>https://www.liepin.com/company/8547388/</td>\n",
       "      <td>[Axure, 交互设计, 用户研究]</td>\n",
       "      <td>产品经理（数字化） (MJ001940)</td>\n",
       "      <td>...</td>\n",
       "      <td>本科</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>d240723b0e912c8397fdbbeae47fcb1b</td>\n",
       "      <td>False</td>\n",
       "      <td>ae4d6cfa4ade940c9b424d05e277c733</td>\n",
       "      <td>2</td>\n",
       "      <td>屈女士</td>\n",
       "      <td>人力资源专员</td>\n",
       "      <td>5f8f9866dfb13a7dee342f1808u.jpg</td>\n",
       "      <td>沪深A股上市</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>%7B%22as_from%22%3A%22search_prime%22%2C%22job...</td>\n",
       "      <td>{\"jobId\":\"44046273\",\"userId\":\"0f67104d9d26e05a...</td>\n",
       "      <td>知名港资快消集团</td>\n",
       "      <td>食品/饮料/日化</td>\n",
       "      <td>NaN</td>\n",
       "      <td>60e2fe0bf3df194a3c48adb502u.png</td>\n",
       "      <td>2000-5000人</td>\n",
       "      <td></td>\n",
       "      <td>[数据产品, 工具产品]</td>\n",
       "      <td>AI应用产品经理</td>\n",
       "      <td>...</td>\n",
       "      <td>本科及以上</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>0f67104d9d26e05a63878b22301425ad</td>\n",
       "      <td>False</td>\n",
       "      <td>6562ab6805ed6c31063dfc1b00f6daab</td>\n",
       "      <td>2</td>\n",
       "      <td>杨女士</td>\n",
       "      <td>猎头顾问</td>\n",
       "      <td>636899c231cd614a2518fd6603u.jpeg</td>\n",
       "      <td>融资未公开</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>%7B%22as_from%22%3A%22search_prime%22%2C%22job...</td>\n",
       "      <td>{\"jobId\":\"43415437\",\"userId\":\"36b94f67508835cc...</td>\n",
       "      <td>某化妆品企业</td>\n",
       "      <td>个人护理品</td>\n",
       "      <td>NaN</td>\n",
       "      <td>60e2fe0bf3df194a3c48adb502u.png</td>\n",
       "      <td>500-999人</td>\n",
       "      <td></td>\n",
       "      <td>[]</td>\n",
       "      <td>产品经理（护肤品产品经理）</td>\n",
       "      <td>...</td>\n",
       "      <td>统招本科</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>36b94f67508835cc9a16a1a712525b2e</td>\n",
       "      <td>False</td>\n",
       "      <td>f8e487f9c2ce7cab62cb88e0a323364d</td>\n",
       "      <td>2</td>\n",
       "      <td>唐女士</td>\n",
       "      <td>猎头顾问</td>\n",
       "      <td>60eff8fa72adae59b22441f602u.png</td>\n",
       "      <td>已上市</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>%7B%22as_from%22%3A%22search_prime%22%2C%22job...</td>\n",
       "      <td>{\"jobId\":\"56142583\",\"userId\":\"e36552938188a1aa...</td>\n",
       "      <td>文峰荟(广州)企业管理有限公司</td>\n",
       "      <td>电子商务</td>\n",
       "      <td>13297665.0</td>\n",
       "      <td>634f899ab0584d35822417cb06u.png</td>\n",
       "      <td>500-999人</td>\n",
       "      <td>https://www.liepin.com/company/13297665/</td>\n",
       "      <td>[跨境电商, to C, ERP系统, 数据分析, 供应链产品]</td>\n",
       "      <td>产品经理</td>\n",
       "      <td>...</td>\n",
       "      <td>统招本科</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>e36552938188a1aad74c93eafadb8eb7</td>\n",
       "      <td>False</td>\n",
       "      <td>ae28de7e05e365ec4905a3841e4dc3ea</td>\n",
       "      <td>2</td>\n",
       "      <td>王女士</td>\n",
       "      <td>人事专员</td>\n",
       "      <td>5f8f9865ea60860b75384fa508u.jpg</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>%7B%22as_from%22%3A%22search_prime%22%2C%22job...</td>\n",
       "      <td>{\"jobId\":\"55890723\",\"userId\":\"0b0c90adf9dba7db...</td>\n",
       "      <td>先正达(中国)投资有限公司</td>\n",
       "      <td>农/林/牧/渔</td>\n",
       "      <td>8929680.0</td>\n",
       "      <td>5bfea26774719d2aa34c583003a.png</td>\n",
       "      <td>2000-5000人</td>\n",
       "      <td>https://www.liepin.com/company/8929680/</td>\n",
       "      <td>[产品经理, 水稻产品]</td>\n",
       "      <td>水稻产品经理</td>\n",
       "      <td>...</td>\n",
       "      <td>统招本科</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>0b0c90adf9dba7db1c365306d4cf4761</td>\n",
       "      <td>False</td>\n",
       "      <td>8efd3436fa841834351ff05530f680dd</td>\n",
       "      <td>2</td>\n",
       "      <td>刘女士</td>\n",
       "      <td>Senior Recruiter/HRBP</td>\n",
       "      <td>5f8f9866dfb13a7dee342f1808u.jpg</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>%7B%22as_from%22%3A%22search_prime%22%2C%22job...</td>\n",
       "      <td>{\"jobId\":\"52633051\",\"userId\":\"23e6192b5acc98d4...</td>\n",
       "      <td>广州融山信息科技有限公司</td>\n",
       "      <td>计算机软件</td>\n",
       "      <td>10212685.0</td>\n",
       "      <td>5e68860937483e328d549b2907u.jpg</td>\n",
       "      <td>100-499人</td>\n",
       "      <td>https://www.liepin.com/company/10212685/</td>\n",
       "      <td>[金融产品, 基金产品, 金融行业]</td>\n",
       "      <td>产品经理</td>\n",
       "      <td>...</td>\n",
       "      <td>本科</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>23e6192b5acc98d4a62a677bdaeb001c</td>\n",
       "      <td>False</td>\n",
       "      <td>914c35ca551eeb8c6bc971ec2e264ed1</td>\n",
       "      <td>2</td>\n",
       "      <td>徐先生</td>\n",
       "      <td>招聘经理/主管</td>\n",
       "      <td>5f8f9868f6d1ab58476f24a008u.jpg</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>40 rows × 31 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                             dataInfo  \\\n",
       "0   %7B%22as_from%22%3A%22search_prime%22%2C%22job...   \n",
       "1   %7B%22as_from%22%3A%22search_prime%22%2C%22job...   \n",
       "2   %7B%22as_from%22%3A%22search_prime%22%2C%22job...   \n",
       "3   %7B%22as_from%22%3A%22search_prime%22%2C%22job...   \n",
       "4   %7B%22as_from%22%3A%22search_prime%22%2C%22job...   \n",
       "5   %7B%22as_from%22%3A%22search_prime%22%2C%22job...   \n",
       "6   %7B%22as_from%22%3A%22search_prime%22%2C%22job...   \n",
       "7   %7B%22as_from%22%3A%22search_prime%22%2C%22job...   \n",
       "8   %7B%22as_from%22%3A%22search_prime%22%2C%22job...   \n",
       "9   %7B%22as_from%22%3A%22search_prime%22%2C%22job...   \n",
       "10  %7B%22as_from%22%3A%22search_prime%22%2C%22job...   \n",
       "11  %7B%22as_from%22%3A%22search_prime%22%2C%22job...   \n",
       "12  %7B%22as_from%22%3A%22search_prime%22%2C%22job...   \n",
       "13  %7B%22as_from%22%3A%22search_prime%22%2C%22job...   \n",
       "14  %7B%22as_from%22%3A%22search_prime%22%2C%22job...   \n",
       "15  %7B%22as_from%22%3A%22search_prime%22%2C%22job...   \n",
       "16  %7B%22as_from%22%3A%22search_prime%22%2C%22job...   \n",
       "17  %7B%22as_from%22%3A%22search_prime%22%2C%22job...   \n",
       "18  %7B%22as_from%22%3A%22search_prime%22%2C%22job...   \n",
       "19  %7B%22as_from%22%3A%22search_prime%22%2C%22job...   \n",
       "20  %7B%22as_from%22%3A%22search_prime%22%2C%22job...   \n",
       "21  %7B%22as_from%22%3A%22search_prime%22%2C%22job...   \n",
       "22  %7B%22as_from%22%3A%22search_prime%22%2C%22job...   \n",
       "23  %7B%22as_from%22%3A%22search_prime%22%2C%22job...   \n",
       "24  %7B%22as_from%22%3A%22search_prime%22%2C%22job...   \n",
       "25  %7B%22as_from%22%3A%22search_prime%22%2C%22job...   \n",
       "26  %7B%22as_from%22%3A%22search_prime%22%2C%22job...   \n",
       "27  %7B%22as_from%22%3A%22search_prime%22%2C%22job...   \n",
       "28  %7B%22as_from%22%3A%22search_prime%22%2C%22job...   \n",
       "29  %7B%22as_from%22%3A%22search_prime%22%2C%22job...   \n",
       "30  %7B%22as_from%22%3A%22search_prime%22%2C%22job...   \n",
       "31  %7B%22as_from%22%3A%22search_prime%22%2C%22job...   \n",
       "32  %7B%22as_from%22%3A%22search_prime%22%2C%22job...   \n",
       "33  %7B%22as_from%22%3A%22search_prime%22%2C%22job...   \n",
       "34  %7B%22as_from%22%3A%22search_prime%22%2C%22job...   \n",
       "35  %7B%22as_from%22%3A%22search_prime%22%2C%22job...   \n",
       "36  %7B%22as_from%22%3A%22search_prime%22%2C%22job...   \n",
       "37  %7B%22as_from%22%3A%22search_prime%22%2C%22job...   \n",
       "38  %7B%22as_from%22%3A%22search_prime%22%2C%22job...   \n",
       "39  %7B%22as_from%22%3A%22search_prime%22%2C%22job...   \n",
       "\n",
       "                                           dataParams      comp.compName  \\\n",
       "0   {\"jobId\":\"57816811\",\"userId\":\"c8d145acb0a3162c...               京邦集团   \n",
       "1   {\"jobId\":\"57784639\",\"userId\":\"f51c1d2e9c63ee70...               3M中国   \n",
       "2   {\"jobId\":\"57157157\",\"userId\":\"22ab2b1a88769c32...               康方生物   \n",
       "3   {\"jobId\":\"45177357\",\"userId\":\"47227c6fbfcd9526...         某国内大型快消品公司   \n",
       "4   {\"jobId\":\"40053971\",\"userId\":\"1590a7fa7a4c122c...       江苏知原药业股份有限公司   \n",
       "5   {\"jobId\":\"57565197\",\"userId\":\"957da5d54f0e05cf...     广州越秀金融控股集团有限公司   \n",
       "6   {\"jobId\":\"57310499\",\"userId\":\"42d729da7b77447d...               态创生物   \n",
       "7   {\"jobId\":\"44668403\",\"userId\":\"0dfca8bd388cf67f...          某广州电子商务公司   \n",
       "8   {\"jobId\":\"57485259\",\"userId\":\"3fcd2f12b166bad5...                租租车   \n",
       "9   {\"jobId\":\"42213621\",\"userId\":\"cb4f864075f8397e...                一品红   \n",
       "10  {\"jobId\":\"44668045\",\"userId\":\"0dfca8bd388cf67f...          某广州电子商务公司   \n",
       "11  {\"jobId\":\"44668245\",\"userId\":\"0dfca8bd388cf67f...          某广州电子商务公司   \n",
       "12  {\"jobId\":\"43004537\",\"userId\":\"2811825ea5bfeb82...         某广州大型互联网公司   \n",
       "13  {\"jobId\":\"46355485\",\"userId\":\"1cb765d37bd0684e...       广州天迅网络科技有限公司   \n",
       "14  {\"jobId\":\"56099491\",\"userId\":\"93dd604f1509212f...       广东森宝文化实业有限公司   \n",
       "15  {\"jobId\":\"48652943\",\"userId\":\"ba92c288ac646d99...             广州乐牛游戏   \n",
       "16  {\"jobId\":\"44296619\",\"userId\":\"1f85cb9fa2d342de...        某广州医疗设备上市公司   \n",
       "17  {\"jobId\":\"45039771\",\"userId\":\"565849ded1b9b95e...       某大型知名家具/家居公司   \n",
       "18  {\"jobId\":\"46557423\",\"userId\":\"a2d2354bf657634e...               爆米科技   \n",
       "19  {\"jobId\":\"44638211\",\"userId\":\"d065b1daa7bcb84a...               亮健集团   \n",
       "20  {\"jobId\":\"41293593\",\"userId\":\"41a7ab5db2267b7a...               卓术信息   \n",
       "21  {\"jobId\":\"55540905\",\"userId\":\"626782c0f12b3069...               至真信息   \n",
       "22  {\"jobId\":\"41342655\",\"userId\":\"0042dacfb48178e9...             广州乐牛游戏   \n",
       "23  {\"jobId\":\"54094527\",\"userId\":\"bfc28207e2f11798...         广州奥昆食品有限公司   \n",
       "24  {\"jobId\":\"56928029\",\"userId\":\"08e4b7710d87386c...         广东亿迅科技有限公司   \n",
       "25  {\"jobId\":\"44961783\",\"userId\":\"650041927c39da8d...        某上海大型专业服务公司   \n",
       "26  {\"jobId\":\"44316525\",\"userId\":\"d23bfd561d4618fd...  千里眼(广州)人工智能科技有限公司   \n",
       "27  {\"jobId\":\"57547393\",\"userId\":\"a33efcbbbe8cac1f...     拱极生物医药(广州)有限公司   \n",
       "28  {\"jobId\":\"56163467\",\"userId\":\"2b7f4d87edb76158...               一康医疗   \n",
       "29  {\"jobId\":\"56773475\",\"userId\":\"f3b6bdf2ce40fc5f...               浦发银行   \n",
       "30  {\"jobId\":\"41290327\",\"userId\":\"3c7809eade2bdcbf...               数字广东   \n",
       "31  {\"jobId\":\"57515707\",\"userId\":\"9224e21535a0770f...     广州智都投资控股集团有限公司   \n",
       "32  {\"jobId\":\"52410465\",\"userId\":\"42a2c62bf934a3d9...               康方生物   \n",
       "33  {\"jobId\":\"57365497\",\"userId\":\"54cbd070baed9f4e...        广州交易所集团有限公司   \n",
       "34  {\"jobId\":\"57700793\",\"userId\":\"d240723b0e912c83...           广电运通金融电子   \n",
       "35  {\"jobId\":\"44046273\",\"userId\":\"0f67104d9d26e05a...           知名港资快消集团   \n",
       "36  {\"jobId\":\"43415437\",\"userId\":\"36b94f67508835cc...             某化妆品企业   \n",
       "37  {\"jobId\":\"56142583\",\"userId\":\"e36552938188a1aa...    文峰荟(广州)企业管理有限公司   \n",
       "38  {\"jobId\":\"55890723\",\"userId\":\"0b0c90adf9dba7db...      先正达(中国)投资有限公司   \n",
       "39  {\"jobId\":\"52633051\",\"userId\":\"23e6192b5acc98d4...       广州融山信息科技有限公司   \n",
       "\n",
       "   comp.compIndustry  comp.compId                    comp.compLogo  \\\n",
       "0        电子/半导体/集成电路    9730786.0  6260c4f2d16c9b55d258a16501u.png   \n",
       "1                 化工    7864451.0  5bfe910574719d35745abfa303a.png   \n",
       "2                 制药    8275623.0  5bfe916674719d35745ad29703a.png   \n",
       "3                 日化          NaN  60e2fe0bf3df194a3c48adb502u.png   \n",
       "4                 制药   12568645.0  604f14de52c864553c987f2203u.png   \n",
       "5           基金/证券/期货    8136395.0  61b07937d0458d53c627567e02u.jpg   \n",
       "6               生物技术   13113895.0  61b07937d0458d53c627567e02u.jpg   \n",
       "7               电子商务          NaN  60e2fe0bf3df194a3c48adb502u.png   \n",
       "8                互联网    8082331.0  59b6035970324a7f8c9d651306a.jpg   \n",
       "9                 制药    8788514.0  60f0012c66b5e17b60aa022905u.png   \n",
       "10              电子商务          NaN  60e2fe0bf3df194a3c48adb502u.png   \n",
       "11              电子商务          NaN  60e2fe0bf3df194a3c48adb502u.png   \n",
       "12               互联网          NaN  60e2fe0bf3df194a3c48adb502u.png   \n",
       "13             计算机软件    9257569.0  5bfea0bd74719d2aa34c05b003a.png   \n",
       "14               工艺品   13001749.0  61a5bb22f96ca95918aa2e9206u.png   \n",
       "15                游戏    8166526.0  624a9b1378302f2c469582d607u.png   \n",
       "16              医疗器械          NaN  60e2fe0bf3df194a3c48adb502u.png   \n",
       "17             家具/家居          NaN  60e2fe0bf3df194a3c48adb502u.png   \n",
       "18              电子商务   10239197.0  60646aae992c4240ea9983b905u.png   \n",
       "19              电子商务    8947527.0  5fd9ac8a1721db2a11d6bfe501u.png   \n",
       "20              科技金融    9249321.0  60f919edecacff0bd07ea1c308u.jpg   \n",
       "21               互联网    8835306.0  5de9b7cf276e4871f4155d2a08u.jpg   \n",
       "22                游戏    8166526.0  624a9b1378302f2c469582d607u.png   \n",
       "23          食品/饮料/酒水   13103111.0  61b07937d0458d53c627567e02u.jpg   \n",
       "24             计算机软件     552933.0  5bfea2fc74719d2aa34c73fb03a.png   \n",
       "25            人力资源服务          NaN  60e2fe0bf3df194a3c48adb502u.png   \n",
       "26              人工智能   12155019.0  60d97ac1208b48306211569801u.png   \n",
       "27             批发/零售   13493269.0  61b07937d0458d53c627567e02u.jpg   \n",
       "28              医疗机构    3482038.0  5bfe8fc874719d35745a817203a.png   \n",
       "29                银行    8790445.0  5bfea60174719d2aa34cf03003a.png   \n",
       "30               互联网    9541320.0  635f3558bc4bee6f5c71877b04u.png   \n",
       "31           其他商务服务业   13183547.0  61b07937d0458d53c627567e02u.jpg   \n",
       "32                制药    8275623.0  5bfe916674719d35745ad29703a.png   \n",
       "33          基金/证券/期货   13126133.0  61b07937d0458d53c627567e02u.jpg   \n",
       "34             计算机软件    8547388.0  6242b195ca47ff43908033f907u.png   \n",
       "35          食品/饮料/日化          NaN  60e2fe0bf3df194a3c48adb502u.png   \n",
       "36             个人护理品          NaN  60e2fe0bf3df194a3c48adb502u.png   \n",
       "37              电子商务   13297665.0  634f899ab0584d35822417cb06u.png   \n",
       "38           农/林/牧/渔    8929680.0  5bfea26774719d2aa34c583003a.png   \n",
       "39             计算机软件   10212685.0  5e68860937483e328d549b2907u.jpg   \n",
       "\n",
       "   comp.compScale                                 comp.link  \\\n",
       "0        100-499人   https://www.liepin.com/company/9730786/   \n",
       "1        10000人以上   https://www.liepin.com/company/7864451/   \n",
       "2      2000-5000人   https://www.liepin.com/company/8275623/   \n",
       "3      2000-5000人                                             \n",
       "4        100-499人  https://www.liepin.com/company/12568645/   \n",
       "5        100-499人   https://www.liepin.com/company/8136395/   \n",
       "6        100-499人  https://www.liepin.com/company/13113895/   \n",
       "7        100-499人                                             \n",
       "8      1000-2000人   https://www.liepin.com/company/8082331/   \n",
       "9        500-999人   https://www.liepin.com/company/8788514/   \n",
       "10       100-499人                                             \n",
       "11       100-499人                                             \n",
       "12     1000-2000人                                             \n",
       "13       100-499人   https://www.liepin.com/company/9257569/   \n",
       "14     1000-2000人  https://www.liepin.com/company/13001749/   \n",
       "15       500-999人   https://www.liepin.com/company/8166526/   \n",
       "16       500-999人                                             \n",
       "17       10000人以上                                             \n",
       "18       500-999人  https://www.liepin.com/company/10239197/   \n",
       "19       500-999人   https://www.liepin.com/company/8947527/   \n",
       "20         50-99人   https://www.liepin.com/company/9249321/   \n",
       "21       100-499人   https://www.liepin.com/company/8835306/   \n",
       "22       500-999人   https://www.liepin.com/company/8166526/   \n",
       "23     1000-2000人  https://www.liepin.com/company/13103111/   \n",
       "24     2000-5000人    https://www.liepin.com/company/552933/   \n",
       "25       10000人以上                                             \n",
       "26         50-99人  https://www.liepin.com/company/12155019/   \n",
       "27          1-49人  https://www.liepin.com/company/13493269/   \n",
       "28       100-499人   https://www.liepin.com/company/3482038/   \n",
       "29     2000-5000人   https://www.liepin.com/company/8790445/   \n",
       "30     2000-5000人   https://www.liepin.com/company/9541320/   \n",
       "31         50-99人  https://www.liepin.com/company/13183547/   \n",
       "32     2000-5000人   https://www.liepin.com/company/8275623/   \n",
       "33       100-499人  https://www.liepin.com/company/13126133/   \n",
       "34       10000人以上   https://www.liepin.com/company/8547388/   \n",
       "35     2000-5000人                                             \n",
       "36       500-999人                                             \n",
       "37       500-999人  https://www.liepin.com/company/13297665/   \n",
       "38     2000-5000人   https://www.liepin.com/company/8929680/   \n",
       "39       100-499人  https://www.liepin.com/company/10212685/   \n",
       "\n",
       "                                           job.labels  \\\n",
       "0                                       [供应链产品, 数据分析]   \n",
       "1                                              [牙齿正畸]   \n",
       "2                                              [泌尿外科]   \n",
       "3                                  [市场营销, 产品管理, 产品开发]   \n",
       "4                                              [数据分析]   \n",
       "5               [金融产品, 商业产品, IT互联网, 金融行业, 产品优化, 产品设计]   \n",
       "6                                              [生物科技]   \n",
       "7                                              [工具产品]   \n",
       "8                               [旅游产品, to C, OTA, 英文]   \n",
       "9                                              [产品规划]   \n",
       "10                                             [工具产品]   \n",
       "11                                             [工具产品]   \n",
       "12                                         [NFC, 一卡通]   \n",
       "13              [工具产品, IT互联网, 产品设计, 原型设计, 产品规划, 用户研究]   \n",
       "14              [需求挖掘, 团队管理, 需求调研, 项目管理, 跨部门沟通, 项目开发]   \n",
       "15  [广告产品, 广告行业, 游戏行业, 计算机软件, 产品设计, 流程设计, 数据分析, 团队管理]   \n",
       "16                                                 []   \n",
       "17                             [产品经理, MCS系统, B2B报价系统]   \n",
       "18   [电子商务, 家具设计, 产品规划, 欧美风格, 轻奢风格, 实木家具, 板木家具, 软体家具]   \n",
       "19             [产品设计, axure, visio, xmind, erp, 需求分析]   \n",
       "20                                             [数据分析]   \n",
       "21                                      [工具产品, 移动端产品]   \n",
       "22                                                 []   \n",
       "23                                                 []   \n",
       "24                                         [云网编排, 电信]   \n",
       "25  [AI人工智能产品, 机器学习, 深度学习, 人工智能, 人工智能领域, AI, 算法/AI...   \n",
       "26                                       [产品设计, 需求分析]   \n",
       "27                             [医药行业销售, 市场调研分析, 产品推广]   \n",
       "28                                     [康复医疗器械, 医疗器械]   \n",
       "29                                                 []   \n",
       "30                                [IT互联网, 用户研究, 市场调研]   \n",
       "31                                                 []   \n",
       "32                                                 []   \n",
       "33  [交易产品, 供应链产品, 数据产品, 电商产品, to B, CRM系统, 采购, Saa...   \n",
       "34                                [Axure, 交互设计, 用户研究]   \n",
       "35                                       [数据产品, 工具产品]   \n",
       "36                                                 []   \n",
       "37                   [跨境电商, to C, ERP系统, 数据分析, 供应链产品]   \n",
       "38                                       [产品经理, 水稻产品]   \n",
       "39                                 [金融产品, 基金产品, 金融行业]   \n",
       "\n",
       "                     job.title  ...  job.requireEduLevel job.requireWorkYears  \\\n",
       "0                       产品经理助理  ...                   大专                 1-3年   \n",
       "1                 客户经理--齿科正畸产品  ...                 统招本科                 1-3年   \n",
       "2                       医药产品经理  ...                   硕士                 1-3年   \n",
       "3             Product Manager   ...                本科及以上                 1-3年   \n",
       "4                       助理产品经理  ...                   本科                 1-3年   \n",
       "5                     数字化产品经理岗  ...                   硕士                 1-3年   \n",
       "6                         产品经理  ...                 统招本科                 1-3年   \n",
       "7                      家居-产品经理  ...                本科及以上                 1-3年   \n",
       "8                   产品经理（海外业务）  ...                   本科                 1-3年   \n",
       "9                       助理产品经理  ...                   本科                 1-3年   \n",
       "10                     照明-产品经理  ...                本科及以上                 1-3年   \n",
       "11                     充电-产品经理  ...                 学历不限                 1-3年   \n",
       "12                        产品经理  ...                 统招本科                 1-3年   \n",
       "13                        产品经理  ...                   大专                 1-3年   \n",
       "14                        产品经理  ...                   本科                 1-3年   \n",
       "15                        产品经理  ...                 统招本科                 1-3年   \n",
       "16                   心血管产品线总经理  ...                硕士及以上                 1-3年   \n",
       "17                        产品经理  ...                本科及以上                 1-3年   \n",
       "18                      家具产品经理  ...                   本科                 1-3年   \n",
       "19                        产品经理  ...                   大专                 1-3年   \n",
       "20                        产品经理  ...                   本科                 1-3年   \n",
       "21                  产品经理（工具产品）  ...                   本科                 1-3年   \n",
       "22                 产品经理（金融类产品）  ...                   本科                 1-3年   \n",
       "23                   产品经理（快消品）  ...                   本科                 1-3年   \n",
       "24                        产品经理  ...                   本科                 1-3年   \n",
       "25  AI应用产品经理（广州总部）# 90M0115489  ...                本科及以上                 1-3年   \n",
       "26                        产品经理  ...                   本科                 1-3年   \n",
       "27                 助理产品经理/产品经理  ...                 统招本科                 1-3年   \n",
       "28                    医疗器械产品经理  ...                   本科                 1-3年   \n",
       "29      代客代理中心产品经理岗（衍生品交易产品经理）  ...                 统招本科                 1-3年   \n",
       "30                     高级产品经理-  ...                   本科                 1-3年   \n",
       "31             广花融资担保公司（筹）产品经理  ...                 统招本科                 1-3年   \n",
       "32                  产品经理(妇瘤领域）  ...                 统招本科                 1-3年   \n",
       "33                 产品经理岗（信息技术）  ...                 统招本科                 1-3年   \n",
       "34        产品经理（数字化） (MJ001940)  ...                   本科                 1-3年   \n",
       "35                   AI应用产品经理   ...                本科及以上                 1-3年   \n",
       "36               产品经理（护肤品产品经理）  ...                 统招本科                 1-3年   \n",
       "37                        产品经理  ...                 统招本科                 1-3年   \n",
       "38                      水稻产品经理  ...                 统招本科                 1-3年   \n",
       "39                        产品经理  ...                   本科                 1-3年   \n",
       "\n",
       "               recruiter.recruiterId recruiter.chatted  \\\n",
       "0   c8d145acb0a3162c59941f318d428c38             False   \n",
       "1   f51c1d2e9c63ee702eb20f824463cbc5             False   \n",
       "2   22ab2b1a88769c3259935c280d474240             False   \n",
       "3   47227c6fbfcd952686963be95b15422d             False   \n",
       "4   1590a7fa7a4c122cc9faa5f1f002919b             False   \n",
       "5   957da5d54f0e05cf25285db46809d2f1             False   \n",
       "6   42d729da7b77447d94ee8f73bffdc0cd             False   \n",
       "7   0dfca8bd388cf67f1995baa6429364e4             False   \n",
       "8   3fcd2f12b166bad5fdacd2bbba7fbaf4             False   \n",
       "9   cb4f864075f8397e2ebcc61831f46d45             False   \n",
       "10  0dfca8bd388cf67f1995baa6429364e4             False   \n",
       "11  0dfca8bd388cf67f1995baa6429364e4             False   \n",
       "12  2811825ea5bfeb820b7c63a6104db6fb             False   \n",
       "13  1cb765d37bd0684eff1ae1f928339e0b             False   \n",
       "14  93dd604f1509212fa3eb4df9e13b6d62             False   \n",
       "15  ba92c288ac646d9975818ed14bd0d05e             False   \n",
       "16  1f85cb9fa2d342ded02e1a3cb9420619             False   \n",
       "17  565849ded1b9b95e377539f79c05e41c             False   \n",
       "18  a2d2354bf657634e4912f8ab59d2cc03             False   \n",
       "19  d065b1daa7bcb84ae6c40ac9e0b1d9fc             False   \n",
       "20  41a7ab5db2267b7a7086e5281ecdcd6d             False   \n",
       "21  626782c0f12b3069230926edcca89924             False   \n",
       "22  0042dacfb48178e98761eb2ffb64e351             False   \n",
       "23  bfc28207e2f1179886f470d24295fcbf             False   \n",
       "24  08e4b7710d87386c452b3baea68b57ec             False   \n",
       "25  650041927c39da8d4d33c7d4c3febfb0             False   \n",
       "26  d23bfd561d4618fd321935c5956f05c6             False   \n",
       "27  a33efcbbbe8cac1f4d75bfb2c3670f47             False   \n",
       "28  2b7f4d87edb761587300b5916378e16d             False   \n",
       "29  f3b6bdf2ce40fc5ff3a020d01df02f01             False   \n",
       "30  3c7809eade2bdcbf731b0e7b4e6639e3             False   \n",
       "31  9224e21535a0770f9d45710a02ad2182             False   \n",
       "32  42a2c62bf934a3d99dabcf9dd14166d8             False   \n",
       "33  54cbd070baed9f4ed723ded599efb12c             False   \n",
       "34  d240723b0e912c8397fdbbeae47fcb1b             False   \n",
       "35  0f67104d9d26e05a63878b22301425ad             False   \n",
       "36  36b94f67508835cc9a16a1a712525b2e             False   \n",
       "37  e36552938188a1aad74c93eafadb8eb7             False   \n",
       "38  0b0c90adf9dba7db1c365306d4cf4761             False   \n",
       "39  23e6192b5acc98d4a62a677bdaeb001c             False   \n",
       "\n",
       "                      recruiter.imId recruiter.imUserType  \\\n",
       "0   5fdfb4259befbf07160bef405ccde8ba                    2   \n",
       "1   7bcd6f67675b9b1f6042c177f0a1d2b1                    2   \n",
       "2   d4cc4bca17cae276aefc9b4a2bd8879c                    2   \n",
       "3   9cfdabc8878349689809d03804875792                    2   \n",
       "4   529552300bc2bc6e160bef405ccde8ba                    2   \n",
       "5   4acca2cffc6204f40e33f8ac54fbf39e                    2   \n",
       "6   f7db13688dbb016edf514c63e89fb1b8                    2   \n",
       "7   42164ef1272ab5736e8893c9219f7e03                    2   \n",
       "8   771cd76556a28fdf9ccf3dc45f6d7696                    2   \n",
       "9   883cd419b3e5fda8befa578784e31c32                    2   \n",
       "10  42164ef1272ab5736e8893c9219f7e03                    2   \n",
       "11  42164ef1272ab5736e8893c9219f7e03                    2   \n",
       "12  c19a3d02ddef3222e70dc0cfcb4da503                    2   \n",
       "13  612d2e8328d1f75dfdb07c5a03f49b8b                    2   \n",
       "14  4dd9c611f28fb31268c56fcc9b2af6cb                    2   \n",
       "15  7d9de10d9f7b0a9c9941166e65ebdb6f                    2   \n",
       "16  aff648644d2a1229fa1c74c9d557610b                    2   \n",
       "17  9f14288df001c0c215bfaefec8d20490                    2   \n",
       "18  b9f180babb88d8c1d6a9d1214a39013b                    2   \n",
       "19  a7c1274d81ffbd5c8fa263ed17de85b1                    2   \n",
       "20  abdc4a6288cb408c67afc08fad36a30d                    2   \n",
       "21  419e123d9f6bdaed6dadb487287a091a                    2   \n",
       "22  03e8d37d540f7aacac365a663ca833da                    2   \n",
       "23  207c380fb07ddad3e7b657921b02bb93                    2   \n",
       "24  69dd5aa7404662acbf1edd1f3249a09c                    2   \n",
       "25  4599fb70152beed2e89ee1fba507436c                    2   \n",
       "26  fc94b91b540b7f07cde5ca55a88b4d39                    2   \n",
       "27  38182daa8f6bb89c16045c5c81f662c6                    2   \n",
       "28  ba01035e7babf9fc97cd4b0530f9e3f9                    2   \n",
       "29  a6ecbb8d620b5506c1bd2b3e9fec8144                    2   \n",
       "30  a3f8d3fcd35211590eae969ce9a54d02                    2   \n",
       "31  2e2678cb5cd647bb7ea58b95d93937d7                    2   \n",
       "32  34bca69415136074d2e7a31c096a5fc3                    2   \n",
       "33  a2afe536821a6213835da8f121f93219                    2   \n",
       "34  ae4d6cfa4ade940c9b424d05e277c733                    2   \n",
       "35  6562ab6805ed6c31063dfc1b00f6daab                    2   \n",
       "36  f8e487f9c2ce7cab62cb88e0a323364d                    2   \n",
       "37  ae28de7e05e365ec4905a3841e4dc3ea                    2   \n",
       "38  8efd3436fa841834351ff05530f680dd                    2   \n",
       "39  914c35ca551eeb8c6bc971ec2e264ed1                    2   \n",
       "\n",
       "    recruiter.recruiterName recruiter.recruiterTitle  \\\n",
       "0                       杜先生                            \n",
       "1                       徐女士       recruiting manager   \n",
       "2                       刘先生               高级医学信息沟通专员   \n",
       "3                       孙女士                     猎头顾问   \n",
       "4                       徐女士                     招聘经理   \n",
       "5                       方女士                 高级人力资源经理   \n",
       "6                       谭先生                     招聘专员   \n",
       "7                       张女士                     猎头顾问   \n",
       "8                       梁女士                   人力资源主管   \n",
       "9                       庞先生                     招聘经理   \n",
       "10                      张女士                     猎头顾问   \n",
       "11                      张女士                     猎头顾问   \n",
       "12                      秦先生                     猎头顾问   \n",
       "13                      陈女士                  人力资源负责人   \n",
       "14                      黄女士                  人力行政实习生   \n",
       "15                       文饶                     招聘专员   \n",
       "16                      王女士                     猎头顾问   \n",
       "17                      王女士                     猎头顾问   \n",
       "18                      梁女士                     hrbp   \n",
       "19                      李女士                     招聘专员   \n",
       "20                      陈女士             广州卓术信息科技有限公司   \n",
       "21                      康女士                       招聘   \n",
       "22                      吴女士                       HR   \n",
       "23                      林女士                            \n",
       "24                      张女士                     招聘管理   \n",
       "25                      刘先生                     猎头顾问   \n",
       "26                      朱女士                     行政专员   \n",
       "27                      杨女士                     人力资源   \n",
       "28                      王女士                     人事经理   \n",
       "29                      陈女士                    人力资源部   \n",
       "30                      刘女士                     招聘专员   \n",
       "31                      齐女士                人力资源经理/主管   \n",
       "32                      邓女士                       HR   \n",
       "33                      陈女士                            \n",
       "34                      屈女士                   人力资源专员   \n",
       "35                      杨女士                     猎头顾问   \n",
       "36                      唐女士                     猎头顾问   \n",
       "37                      王女士                     人事专员   \n",
       "38                      刘女士    Senior Recruiter/HRBP   \n",
       "39                      徐先生                  招聘经理/主管   \n",
       "\n",
       "            recruiter.recruiterPhoto comp.compStage  \n",
       "0    5f8f986aea60860b75384fab08u.jpg            NaN  \n",
       "1    5d639dabd0718579c6ce8cec04u.jpg            NaN  \n",
       "2    5f8f986aea60860b75384fab08u.jpg           港股上市  \n",
       "3   6321be3095ee1c04143439eb01u.jpeg          融资未公开  \n",
       "4    5f8f9865ea60860b75384fa508u.jpg             D轮  \n",
       "5    5f8f9865ea60860b75384fa508u.jpg            NaN  \n",
       "6    6423908b3bc4c916d465997108u.png             A轮  \n",
       "7    6408280fb792580455b2e08001u.png             其他  \n",
       "8    5f8f9863f6d1ab58476f246a08u.jpg             D轮  \n",
       "9    5f8f986bdfb13a7dee342f2108u.jpg         沪深A股上市  \n",
       "10   6408280fb792580455b2e08001u.png             其他  \n",
       "11   6408280fb792580455b2e08001u.png             其他  \n",
       "12   625e156c9acaf0067ad22cbb08u.jpg          融资未公开  \n",
       "13   5f8f9863f6d1ab58476f246a08u.jpg          融资未公开  \n",
       "14   63ec2b240a1ead27bd40dc1505u.png            NaN  \n",
       "15   5f8f986c79c7cc70efbf36c808u.jpg            NaN  \n",
       "16   6246e8b3bc8c77795d23422d03u.png            已上市  \n",
       "17   5d541bac4ebeb1284dfb924f06u.jpg            已上市  \n",
       "18   5f8f9863f6d1ab58476f246a08u.jpg             B轮  \n",
       "19   5f8f98648dbe6273dcf8515508u.jpg           战略投资  \n",
       "20   5f8f986779c7cc70efbf36c008u.jpg          融资未公开  \n",
       "21   5de9b8bfcd52473b94f2fba308u.jpg             A轮  \n",
       "22   5f8f9866dfb13a7dee342f1808u.jpg            NaN  \n",
       "23   5f8f9866dfb13a7dee342f1808u.jpg            NaN  \n",
       "24   5f8f9863f6d1ab58476f246a08u.jpg            NaN  \n",
       "25  6307358dfcd8e70344dcd0aa02u.jpeg          不需要融资  \n",
       "26   5f8f9866dfb13a7dee342f1808u.jpg             A轮  \n",
       "27   642e22d5690f674cbedabe8f08u.png            NaN  \n",
       "28   54d1e762712eb4f6b84c253101a.png            NaN  \n",
       "29   5f8f986779c7cc70efbf36c008u.jpg            NaN  \n",
       "30   5f8f98648dbe6273dcf8515508u.jpg            NaN  \n",
       "31   5f8f9865ea60860b75384fa508u.jpg          融资未公开  \n",
       "32   5f8f9865ea60860b75384fa508u.jpg           港股上市  \n",
       "33   5f8f9865ea60860b75384fa508u.jpg            NaN  \n",
       "34   5f8f9866dfb13a7dee342f1808u.jpg         沪深A股上市  \n",
       "35  636899c231cd614a2518fd6603u.jpeg          融资未公开  \n",
       "36   60eff8fa72adae59b22441f602u.png            已上市  \n",
       "37   5f8f9865ea60860b75384fa508u.jpg            NaN  \n",
       "38   5f8f9866dfb13a7dee342f1808u.jpg            NaN  \n",
       "39   5f8f9868f6d1ab58476f24a008u.jpg            NaN  \n",
       "\n",
       "[40 rows x 31 columns]"
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pd.json_normalize(data_liepin['data']['data']['jobCardList'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "518f9cc8",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "706f5bef",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "dcd12f4c",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "b6bfd5a4",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "2b2530e1",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "278193d6",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "dbc518a6",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "cec4bf30",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.9.12"
  },
  "toc": {
   "base_numbering": 1,
   "nav_menu": {},
   "number_sections": true,
   "sideBar": true,
   "skip_h1_title": false,
   "title_cell": "Table of Contents",
   "title_sidebar": "Contents",
   "toc_cell": false,
   "toc_position": {},
   "toc_section_display": true,
   "toc_window_display": false
  },
  "varInspector": {
   "cols": {
    "lenName": 16,
    "lenType": 16,
    "lenVar": 40
   },
   "kernels_config": {
    "python": {
     "delete_cmd_postfix": "",
     "delete_cmd_prefix": "del ",
     "library": "var_list.py",
     "varRefreshCmd": "print(var_dic_list())"
    },
    "r": {
     "delete_cmd_postfix": ") ",
     "delete_cmd_prefix": "rm(",
     "library": "var_list.r",
     "varRefreshCmd": "cat(var_dic_list()) "
    }
   },
   "types_to_exclude": [
    "module",
    "function",
    "builtin_function_or_method",
    "instance",
    "_Feature"
   ],
   "window_display": false
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
